Face Generation

In this project, you'll use generative adversarial networks to generate new images of faces.

Get the Data

You'll be using two datasets in this project:

  • MNIST
  • CelebA

Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.

If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".

In [2]:
data_dir = './data'
# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper

helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data
Found celeba Data

Explore the Data

MNIST

As you're aware, the MNIST dataset contains images of handwritten digits. You can view the first number of examples by changing show_n_images.

In [3]:
show_n_images = 25

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot

mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
Out[3]:
<matplotlib.image.AxesImage at 0x10b667f28>

CelebA

The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.

In [4]:
show_n_images = 25

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
Out[4]:
<matplotlib.image.AxesImage at 0x10f205e48>

Preprocess the Data

Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.

The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).

Build the Neural Network

You'll build the components necessary to build a GANs by implementing the following functions below:

  • model_inputs
  • discriminator
  • generator
  • model_loss
  • model_opt
  • train

Check the Version of TensorFlow and Access to GPU

This will check to make sure you have the correct version of TensorFlow and access to a GPU

In [5]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf

# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer.  You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))

# Check for a GPU
if not tf.test.gpu_device_name():
    warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
    print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.1.0
/Users/dhanoopkarunakaran/anaconda/envs/dlndp5/lib/python3.5/site-packages/ipykernel_launcher.py:14: UserWarning: No GPU found. Please use a GPU to train your neural network.
  

Input

Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:

  • Real input images placeholder with rank 4 using image_width, image_height, and image_channels.
  • Z input placeholder with rank 2 using z_dim.
  • Learning rate placeholder with rank 0.

Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)

In [6]:
import problem_unittests as tests

def model_inputs(image_width, image_height, image_channels, z_dim):
    """
    Create the model inputs
    :param image_width: The input image width
    :param image_height: The input image height
    :param image_channels: The number of image channels
    :param z_dim: The dimension of Z
    :return: Tuple of (tensor of real input images, tensor of z data, learning rate)
    """
    input_image = tf.placeholder(tf.float32, (None,image_width, image_height, image_channels),name="input_real")
    input_z = tf.placeholder(tf.float32, (None, z_dim), name="input_z")
    learning_rate = tf.placeholder(tf.float32, name="lr")

    return input_image, input_z, learning_rate


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed

Discriminator

Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the discriminator, tensor logits of the discriminator).

In [7]:
def discriminator(images, reuse=False):
    """
    Create the discriminator network
    :param images: Tensor of input image(s)
    :param reuse: Boolean if the weights should be reused
    :return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
    """
    alpha = 0.2
    with tf.variable_scope("discriminator", reuse=reuse):
        
        x = images
        #x = tf.image.resize_images(x, (32,32))
        
        #input: 28*28*3 output: 14*14*64
        x1 = tf.layers.conv2d(x, filters=64, kernel_size=5, strides=2, padding='same')
        #leaky RELU
        x1 = tf.maximum(x1*alpha, x1)
        
        #input: 14*14*64 output: 7*7*128
        x2 = tf.layers.conv2d(x1, filters=128, kernel_size=5, strides=2, padding='same')
        x2 = tf.layers.batch_normalization(x2, training=True)
        #leaky RELU
        x2 = tf.maximum(x2*alpha, x2)
        
        #input: 7*7*128 output: 4*4*256
        x3 = tf.layers.conv2d(x2, filters=256, kernel_size=5, strides=2, padding='same')
        x3 = tf.layers.batch_normalization(x3, training=True)
        #leaky RELU
        x3 = tf.maximum(x3*alpha, x3)
        
        # Flatten it
        flat = tf.reshape(x3, (-1, 4*4*256))
        logits = tf.layers.dense(flat, 1)
        output = tf.sigmoid(logits)
        

    return output, logits


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_discriminator(discriminator, tf)
Tests Passed

Generator

Implement generator to generate an image using z. This function should be able to reuse the variables in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.

In [8]:
def generator(z, out_channel_dim, is_train=True):
    """
    Create the generator network
    :param z: Input z
    :param out_channel_dim: The number of channels in the output image
    :param is_train: Boolean if generator is being used for training
    :return: The tensor output of the generator
    """
    alpha = 0.2
    with tf.variable_scope("generator", reuse=not is_train):
        
        # First fully connected layer
        x1 = tf.layers.dense(z, 2*2*512)
        
        # Reshape it to start the convolutional stack
        #output: 2x2x512
        x1 = tf.reshape(x1, (-1, 2, 2, 512))
        x1 = tf.layers.batch_normalization(x1, training=is_train)
        x1 = tf.maximum(alpha * x1, x1)
        
        #input: 2x2x512 #output: 7x7x256
        x2 = tf.layers.conv2d_transpose(x1, filters=256, kernel_size=5, strides=2, padding='valid')
        x2 = tf.layers.batch_normalization(x2, training=is_train)
        x2 = tf.maximum(alpha * x2, x2)
        
        #input: 7x7x256 #output: 14x14x128
        x3 = tf.layers.conv2d_transpose(x2, filters=128, kernel_size=5, strides=2, padding='same')
        x3 = tf.layers.batch_normalization(x3, training=is_train)
        x3 = tf.maximum(alpha * x3, x3)
        
        # Output layer
        logits = tf.layers.conv2d_transpose(x3, filters=out_channel_dim, kernel_size=5, strides=2, padding='same')
        
        output = tf.tanh(logits)
    
    
    return output


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_generator(generator, tf)
Tests Passed

Loss

Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:

  • discriminator(images, reuse=False)
  • generator(z, out_channel_dim, is_train=True)
In [9]:
def model_loss(input_real, input_z, out_channel_dim):
    """
    Get the loss for the discriminator and generator
    :param input_real: Images from the real dataset
    :param input_z: Z input
    :param out_channel_dim: The number of channels in the output image
    :return: A tuple of (discriminator loss, generator loss)
    """
    # TODO: Implement Function
    
    g_model = generator(input_z, out_channel_dim, is_train=True)
    d_model_real_out, d_model_real_logits = discriminator(input_real, reuse=False)
    d_model_fake_out, d_model_fake_logits = discriminator(g_model, reuse=True)
    
    d_loss_real = tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(logits=d_model_real_logits, labels=tf.ones_like(d_model_real_out)))
    d_loss_fake = tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(logits=d_model_fake_logits, labels=tf.zeros_like(d_model_fake_out)))
    d_loss = d_loss_real+d_loss_fake
    
    g_loss= tf.reduce_mean(tf.nn.sigmoid_cross_entropy_with_logits(logits=d_model_fake_logits, labels=tf.ones_like(d_model_fake_out)))

    
    return d_loss, g_loss


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_loss(model_loss)
Tests Passed

Optimization

Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).

In [18]:
def model_opt(d_loss, g_loss, learning_rate, beta1):
    """
    Get optimization operations
    :param d_loss: Discriminator loss Tensor
    :param g_loss: Generator loss Tensor
    :param learning_rate: Learning Rate Placeholder
    :param beta1: The exponential decay rate for the 1st moment in the optimizer
    :return: A tuple of (discriminator training operation, generator training operation)
    """
    t_vars = tf.trainable_variables()
    d_vars = [var for var in t_vars if var.name.startswith('discriminator')]
    g_vars = [var for var in t_vars if var.name.startswith('generator')]
    
    # Optimize
    d_train_opt = tf.train.AdamOptimizer(learning_rate=learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
    operations = tf.get_collection(tf.GraphKeys.UPDATE_OPS)
    g_update = [opt for opt in operations if opt.name.startswith('generator')]
    with tf.control_dependencies(g_update):
        g_train_opt = tf.train.AdamOptimizer(learning_rate=learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)
    
    return d_train_opt, g_train_opt


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_opt(model_opt, tf)
Tests Passed

Neural Network Training

Show Output

Use this function to show the current output of the generator during training. It will help you determine how well the GANs is training.

In [19]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np

def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
    """
    Show example output for the generator
    :param sess: TensorFlow session
    :param n_images: Number of Images to display
    :param input_z: Input Z Tensor
    :param out_channel_dim: The number of channels in the output image
    :param image_mode: The mode to use for images ("RGB" or "L")
    """
    cmap = None if image_mode == 'RGB' else 'gray'
    z_dim = input_z.get_shape().as_list()[-1]
    example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])

    samples = sess.run(
        generator(input_z, out_channel_dim, False),
        feed_dict={input_z: example_z})

    images_grid = helper.images_square_grid(samples, image_mode)
    pyplot.imshow(images_grid, cmap=cmap)
    pyplot.show()

Train

Implement train to build and train the GANs. Use the following functions you implemented:

  • model_inputs(image_width, image_height, image_channels, z_dim)
  • model_loss(input_real, input_z, out_channel_dim)
  • model_opt(d_loss, g_loss, learning_rate, beta1)

Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.

In [23]:
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
    """
    Train the GAN
    :param epoch_count: Number of epochs
    :param batch_size: Batch Size
    :param z_dim: Z dimension
    :param learning_rate: Learning Rate
    :param beta1: The exponential decay rate for the 1st moment in the optimizer
    :param get_batches: Function to get batches
    :param data_shape: Shape of the data
    :param data_image_mode: The image mode to use for images ("RGB" or "L")
    """
    # TODO: Build Model
    
    if(data_image_mode == 'RGB'):
        image_channels = 3
    else:
        image_channels = 1
    
    input_real, input_z, lr = model_inputs(data_shape[1], data_shape[2], image_channels, z_dim)
    d_loss, g_loss = model_loss(input_real, input_z, image_channels)
    d_train_opt, g_train_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
    
    losses = []
    show_output = 100
    no_images = 25
    count = 0
    
    with tf.Session() as sess:
        sess.run(tf.global_variables_initializer())
        for epoch_i in range(epoch_count):
            for batch_images in get_batches(batch_size):
                count +=1
                batch_images = batch_images*2
                
                # Sample random noise for G
                batch_z = np.random.uniform(-1, 1, size=(batch_size, z_dim))
                _ = sess.run(d_train_opt, feed_dict={input_real: batch_images, input_z: batch_z, lr: learning_rate})
                
                _ = sess.run(g_train_opt, feed_dict={input_z: batch_z, lr: learning_rate})
                
                # At the end of each epoch, get the losses and print them out
                #train_loss_d = sess.run(d_loss, {input_z: batch_z, input_real: batch_images})
                #train_loss_g = sess.run(g_loss, {input_z: batch_z})
                
                train_loss_d = d_loss.eval({input_z: batch_z, input_real: batch_images})
                train_loss_g = g_loss.eval({input_z: batch_z})

                print("Epoch {}/{}...".format(epoch_i+1, epoch_count),
                      "Discriminator Loss: {:.4f}...".format(train_loss_d),
                      "Generator Loss: {:.4f}".format(train_loss_g))
                losses.append((train_loss_d, train_loss_g))
                if count == show_output:
                    show_generator_output(sess, no_images, input_z, image_channels, data_image_mode)
                    count = 0
            print("Output after epoch: {}".format(epoch_i+1))
            show_generator_output(sess, no_images, input_z, image_channels, data_image_mode)
                    
                

MNIST

Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.

In [24]:
batch_size = 64
z_dim = 100
learning_rate = 0.002
beta1 = 0.5


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 2

mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
    train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
          mnist_dataset.shape, mnist_dataset.image_mode)
Epoch 1/2... Discriminator Loss: 29.9396... Generator Loss: 0.0000
Epoch 1/2... Discriminator Loss: 2.5876... Generator Loss: 0.0924
Epoch 1/2... Discriminator Loss: 10.7467... Generator Loss: 20.6127
Epoch 1/2... Discriminator Loss: 2.1144... Generator Loss: 3.5709
Epoch 1/2... Discriminator Loss: 6.3793... Generator Loss: 0.0018
Epoch 1/2... Discriminator Loss: 0.0064... Generator Loss: 6.0267
Epoch 1/2... Discriminator Loss: 0.3741... Generator Loss: 1.5853
Epoch 1/2... Discriminator Loss: 7.7061... Generator Loss: 0.0026
Epoch 1/2... Discriminator Loss: 1.4867... Generator Loss: 4.8189
Epoch 1/2... Discriminator Loss: 1.1587... Generator Loss: 0.9198
Epoch 1/2... Discriminator Loss: 0.4764... Generator Loss: 1.3686
Epoch 1/2... Discriminator Loss: 1.1213... Generator Loss: 0.8540
Epoch 1/2... Discriminator Loss: 1.6600... Generator Loss: 0.7947
Epoch 1/2... Discriminator Loss: 1.2924... Generator Loss: 2.1478
Epoch 1/2... Discriminator Loss: 2.1263... Generator Loss: 0.6261
Epoch 1/2... Discriminator Loss: 0.6437... Generator Loss: 5.6618
Epoch 1/2... Discriminator Loss: 1.0134... Generator Loss: 0.8098
Epoch 1/2... Discriminator Loss: 0.1303... Generator Loss: 4.1444
Epoch 1/2... Discriminator Loss: 0.2608... Generator Loss: 2.8482
Epoch 1/2... Discriminator Loss: 0.7383... Generator Loss: 1.6925
Epoch 1/2... Discriminator Loss: 0.3609... Generator Loss: 3.6984
Epoch 1/2... Discriminator Loss: 0.4161... Generator Loss: 3.1741
Epoch 1/2... Discriminator Loss: 0.9185... Generator Loss: 1.4934
Epoch 1/2... Discriminator Loss: 0.3941... Generator Loss: 5.9865
Epoch 1/2... Discriminator Loss: 0.9328... Generator Loss: 2.5565
Epoch 1/2... Discriminator Loss: 1.6468... Generator Loss: 1.9258
Epoch 1/2... Discriminator Loss: 4.8894... Generator Loss: 9.4987
Epoch 1/2... Discriminator Loss: 3.5456... Generator Loss: 0.1987
Epoch 1/2... Discriminator Loss: 0.7675... Generator Loss: 3.2269
Epoch 1/2... Discriminator Loss: 0.4978... Generator Loss: 3.4056
Epoch 1/2... Discriminator Loss: 0.9475... Generator Loss: 1.1997
Epoch 1/2... Discriminator Loss: 0.5681... Generator Loss: 1.9696
Epoch 1/2... Discriminator Loss: 0.6527... Generator Loss: 1.6418
Epoch 1/2... Discriminator Loss: 0.5647... Generator Loss: 1.3510
Epoch 1/2... Discriminator Loss: 0.9195... Generator Loss: 0.8726
Epoch 1/2... Discriminator Loss: 0.9738... Generator Loss: 2.2078
Epoch 1/2... Discriminator Loss: 2.1226... Generator Loss: 0.1900
Epoch 1/2... Discriminator Loss: 3.4902... Generator Loss: 6.9203
Epoch 1/2... Discriminator Loss: 1.1118... Generator Loss: 0.8776
Epoch 1/2... Discriminator Loss: 0.3373... Generator Loss: 2.1714
Epoch 1/2... Discriminator Loss: 0.3337... Generator Loss: 2.1571
Epoch 1/2... Discriminator Loss: 0.7501... Generator Loss: 1.3411
Epoch 1/2... Discriminator Loss: 0.4942... Generator Loss: 3.0598
Epoch 1/2... Discriminator Loss: 0.6121... Generator Loss: 1.6319
Epoch 1/2... Discriminator Loss: 0.6082... Generator Loss: 3.9425
Epoch 1/2... Discriminator Loss: 2.7919... Generator Loss: 0.0959
Epoch 1/2... Discriminator Loss: 4.3866... Generator Loss: 12.9427
Epoch 1/2... Discriminator Loss: 0.7467... Generator Loss: 4.3309
Epoch 1/2... Discriminator Loss: 4.3261... Generator Loss: 0.0366
Epoch 1/2... Discriminator Loss: 0.9159... Generator Loss: 2.7991
Epoch 1/2... Discriminator Loss: 0.7593... Generator Loss: 1.8897
Epoch 1/2... Discriminator Loss: 1.2302... Generator Loss: 0.4275
Epoch 1/2... Discriminator Loss: 0.6496... Generator Loss: 4.0910
Epoch 1/2... Discriminator Loss: 0.4743... Generator Loss: 2.1831
Epoch 1/2... Discriminator Loss: 0.6632... Generator Loss: 1.3320
Epoch 1/2... Discriminator Loss: 0.5717... Generator Loss: 2.1368
Epoch 1/2... Discriminator Loss: 0.5401... Generator Loss: 1.4754
Epoch 1/2... Discriminator Loss: 0.3081... Generator Loss: 2.8851
Epoch 1/2... Discriminator Loss: 0.2715... Generator Loss: 2.2023
Epoch 1/2... Discriminator Loss: 0.2852... Generator Loss: 1.7177
Epoch 1/2... Discriminator Loss: 0.1862... Generator Loss: 2.5849
Epoch 1/2... Discriminator Loss: 0.2754... Generator Loss: 1.9943
Epoch 1/2... Discriminator Loss: 0.2530... Generator Loss: 2.1655
Epoch 1/2... Discriminator Loss: 0.2169... Generator Loss: 2.5674
Epoch 1/2... Discriminator Loss: 0.2455... Generator Loss: 1.9903
Epoch 1/2... Discriminator Loss: 2.3490... Generator Loss: 0.1306
Epoch 1/2... Discriminator Loss: 8.0699... Generator Loss: 12.9572
Epoch 1/2... Discriminator Loss: 3.1279... Generator Loss: 7.4250
Epoch 1/2... Discriminator Loss: 2.4332... Generator Loss: 0.2879
Epoch 1/2... Discriminator Loss: 0.3552... Generator Loss: 4.6962
Epoch 1/2... Discriminator Loss: 0.2857... Generator Loss: 4.9161
Epoch 1/2... Discriminator Loss: 0.2052... Generator Loss: 2.6319
Epoch 1/2... Discriminator Loss: 0.2951... Generator Loss: 1.6580
Epoch 1/2... Discriminator Loss: 0.2080... Generator Loss: 2.3872
Epoch 1/2... Discriminator Loss: 0.1041... Generator Loss: 3.1813
Epoch 1/2... Discriminator Loss: 0.1475... Generator Loss: 2.8316
Epoch 1/2... Discriminator Loss: 0.2492... Generator Loss: 1.9439
Epoch 1/2... Discriminator Loss: 0.3048... Generator Loss: 1.8379
Epoch 1/2... Discriminator Loss: 0.2091... Generator Loss: 3.3520
Epoch 1/2... Discriminator Loss: 0.1729... Generator Loss: 2.9170
Epoch 1/2... Discriminator Loss: 0.6199... Generator Loss: 1.1356
Epoch 1/2... Discriminator Loss: 0.2893... Generator Loss: 8.0910
Epoch 1/2... Discriminator Loss: 0.0766... Generator Loss: 7.2521
Epoch 1/2... Discriminator Loss: 0.1383... Generator Loss: 2.8192
Epoch 1/2... Discriminator Loss: 2.4923... Generator Loss: 0.1136
Epoch 1/2... Discriminator Loss: 3.7208... Generator Loss: 15.2017
Epoch 1/2... Discriminator Loss: 0.1355... Generator Loss: 10.5674
Epoch 1/2... Discriminator Loss: 0.0493... Generator Loss: 5.5962
Epoch 1/2... Discriminator Loss: 0.3518... Generator Loss: 2.2049
Epoch 1/2... Discriminator Loss: 0.3987... Generator Loss: 2.1210
Epoch 1/2... Discriminator Loss: 0.2443... Generator Loss: 3.4654
Epoch 1/2... Discriminator Loss: 0.2103... Generator Loss: 2.8287
Epoch 1/2... Discriminator Loss: 0.5393... Generator Loss: 1.5740
Epoch 1/2... Discriminator Loss: 1.0402... Generator Loss: 7.8812
Epoch 1/2... Discriminator Loss: 0.2695... Generator Loss: 4.3739
Epoch 1/2... Discriminator Loss: 2.5108... Generator Loss: 0.2746
Epoch 1/2... Discriminator Loss: 2.7658... Generator Loss: 11.7817
Epoch 1/2... Discriminator Loss: 0.6186... Generator Loss: 7.8302
Epoch 1/2... Discriminator Loss: 0.4680... Generator Loss: 2.1103
Epoch 1/2... Discriminator Loss: 1.2203... Generator Loss: 0.6805
Epoch 1/2... Discriminator Loss: 0.3254... Generator Loss: 2.6991
Epoch 1/2... Discriminator Loss: 0.4645... Generator Loss: 2.6727
Epoch 1/2... Discriminator Loss: 0.5548... Generator Loss: 1.7058
Epoch 1/2... Discriminator Loss: 0.4902... Generator Loss: 2.4235
Epoch 1/2... Discriminator Loss: 0.3474... Generator Loss: 1.9157
Epoch 1/2... Discriminator Loss: 0.2709... Generator Loss: 2.2266
Epoch 1/2... Discriminator Loss: 0.2457... Generator Loss: 2.7213
Epoch 1/2... Discriminator Loss: 0.3383... Generator Loss: 1.9899
Epoch 1/2... Discriminator Loss: 0.3418... Generator Loss: 3.0711
Epoch 1/2... Discriminator Loss: 0.6353... Generator Loss: 1.0235
Epoch 1/2... Discriminator Loss: 1.3766... Generator Loss: 14.1688
Epoch 1/2... Discriminator Loss: 0.0146... Generator Loss: 9.7904
Epoch 1/2... Discriminator Loss: 0.0163... Generator Loss: 5.8434
Epoch 1/2... Discriminator Loss: 0.0754... Generator Loss: 3.3268
Epoch 1/2... Discriminator Loss: 0.1476... Generator Loss: 2.3306
Epoch 1/2... Discriminator Loss: 0.0675... Generator Loss: 3.0914
Epoch 1/2... Discriminator Loss: 0.1826... Generator Loss: 2.5227
Epoch 1/2... Discriminator Loss: 0.0957... Generator Loss: 3.5923
Epoch 1/2... Discriminator Loss: 0.6792... Generator Loss: 1.0566
Epoch 1/2... Discriminator Loss: 2.3170... Generator Loss: 11.8067
Epoch 1/2... Discriminator Loss: 1.3840... Generator Loss: 0.9037
Epoch 1/2... Discriminator Loss: 0.0511... Generator Loss: 4.2516
Epoch 1/2... Discriminator Loss: 0.1633... Generator Loss: 2.9260
Epoch 1/2... Discriminator Loss: 0.2841... Generator Loss: 2.5465
Epoch 1/2... Discriminator Loss: 0.3496... Generator Loss: 2.3239
Epoch 1/2... Discriminator Loss: 0.3795... Generator Loss: 2.8129
Epoch 1/2... Discriminator Loss: 0.2534... Generator Loss: 2.5641
Epoch 1/2... Discriminator Loss: 0.3394... Generator Loss: 1.8540
Epoch 1/2... Discriminator Loss: 0.2240... Generator Loss: 3.5235
Epoch 1/2... Discriminator Loss: 0.3914... Generator Loss: 1.7597
Epoch 1/2... Discriminator Loss: 0.5302... Generator Loss: 2.6787
Epoch 1/2... Discriminator Loss: 1.8808... Generator Loss: 0.2630
Epoch 1/2... Discriminator Loss: 4.2958... Generator Loss: 15.6526
Epoch 1/2... Discriminator Loss: 0.3702... Generator Loss: 11.7738
Epoch 1/2... Discriminator Loss: 0.0265... Generator Loss: 5.6995
Epoch 1/2... Discriminator Loss: 0.5457... Generator Loss: 1.9852
Epoch 1/2... Discriminator Loss: 0.0865... Generator Loss: 3.1384
Epoch 1/2... Discriminator Loss: 0.2217... Generator Loss: 2.7193
Epoch 1/2... Discriminator Loss: 0.8496... Generator Loss: 0.8307
Epoch 1/2... Discriminator Loss: 0.9536... Generator Loss: 6.0098
Epoch 1/2... Discriminator Loss: 0.4901... Generator Loss: 5.0661
Epoch 1/2... Discriminator Loss: 1.0489... Generator Loss: 1.0827
Epoch 1/2... Discriminator Loss: 0.5702... Generator Loss: 2.7685
Epoch 1/2... Discriminator Loss: 1.0906... Generator Loss: 2.5547
Epoch 1/2... Discriminator Loss: 0.9116... Generator Loss: 1.6206
Epoch 1/2... Discriminator Loss: 0.5480... Generator Loss: 4.6433
Epoch 1/2... Discriminator Loss: 0.2596... Generator Loss: 2.8687
Epoch 1/2... Discriminator Loss: 1.7468... Generator Loss: 0.3689
Epoch 1/2... Discriminator Loss: 1.5045... Generator Loss: 6.3276
Epoch 1/2... Discriminator Loss: 0.6015... Generator Loss: 2.8141
Epoch 1/2... Discriminator Loss: 1.8342... Generator Loss: 0.4838
Epoch 1/2... Discriminator Loss: 1.3318... Generator Loss: 3.9343
Epoch 1/2... Discriminator Loss: 0.9406... Generator Loss: 1.4363
Epoch 1/2... Discriminator Loss: 1.0136... Generator Loss: 1.3144
Epoch 1/2... Discriminator Loss: 0.6021... Generator Loss: 3.1507
Epoch 1/2... Discriminator Loss: 0.3980... Generator Loss: 1.9175
Epoch 1/2... Discriminator Loss: 0.3993... Generator Loss: 1.5647
Epoch 1/2... Discriminator Loss: 0.2536... Generator Loss: 2.5454
Epoch 1/2... Discriminator Loss: 0.2108... Generator Loss: 2.9229
Epoch 1/2... Discriminator Loss: 0.3587... Generator Loss: 1.9364
Epoch 1/2... Discriminator Loss: 0.6016... Generator Loss: 1.1503
Epoch 1/2... Discriminator Loss: 1.0392... Generator Loss: 3.8739
Epoch 1/2... Discriminator Loss: 3.1233... Generator Loss: 0.0709
Epoch 1/2... Discriminator Loss: 4.1142... Generator Loss: 8.8941
Epoch 1/2... Discriminator Loss: 1.0917... Generator Loss: 3.5975
Epoch 1/2... Discriminator Loss: 1.8827... Generator Loss: 0.2649
Epoch 1/2... Discriminator Loss: 0.4088... Generator Loss: 5.4759
Epoch 1/2... Discriminator Loss: 0.3940... Generator Loss: 6.2263
Epoch 1/2... Discriminator Loss: 0.2226... Generator Loss: 3.9508
Epoch 1/2... Discriminator Loss: 0.7094... Generator Loss: 1.2491
Epoch 1/2... Discriminator Loss: 0.4056... Generator Loss: 4.6867
Epoch 1/2... Discriminator Loss: 0.3705... Generator Loss: 3.3295
Epoch 1/2... Discriminator Loss: 1.0345... Generator Loss: 1.1488
Epoch 1/2... Discriminator Loss: 0.9390... Generator Loss: 6.9891
Epoch 1/2... Discriminator Loss: 0.2348... Generator Loss: 3.2083
Epoch 1/2... Discriminator Loss: 1.1334... Generator Loss: 0.5180
Epoch 1/2... Discriminator Loss: 0.7550... Generator Loss: 6.0641
Epoch 1/2... Discriminator Loss: 0.3028... Generator Loss: 3.4870
Epoch 1/2... Discriminator Loss: 0.8566... Generator Loss: 0.8012
Epoch 1/2... Discriminator Loss: 0.3860... Generator Loss: 3.9309
Epoch 1/2... Discriminator Loss: 0.2926... Generator Loss: 3.5353
Epoch 1/2... Discriminator Loss: 0.3788... Generator Loss: 1.9002
Epoch 1/2... Discriminator Loss: 0.3369... Generator Loss: 2.1975
Epoch 1/2... Discriminator Loss: 0.4453... Generator Loss: 2.2178
Epoch 1/2... Discriminator Loss: 0.7827... Generator Loss: 0.8127
Epoch 1/2... Discriminator Loss: 0.8312... Generator Loss: 5.3978
Epoch 1/2... Discriminator Loss: 0.4725... Generator Loss: 1.7732
Epoch 1/2... Discriminator Loss: 0.3758... Generator Loss: 1.9223
Epoch 1/2... Discriminator Loss: 0.3869... Generator Loss: 2.8656
Epoch 1/2... Discriminator Loss: 0.8798... Generator Loss: 0.8657
Epoch 1/2... Discriminator Loss: 1.0600... Generator Loss: 11.9860
Epoch 1/2... Discriminator Loss: 0.1519... Generator Loss: 9.8100
Epoch 1/2... Discriminator Loss: 0.3809... Generator Loss: 2.4719
Epoch 1/2... Discriminator Loss: 0.1255... Generator Loss: 3.1740
Epoch 1/2... Discriminator Loss: 0.4759... Generator Loss: 2.1604
Epoch 1/2... Discriminator Loss: 0.6620... Generator Loss: 1.9774
Epoch 1/2... Discriminator Loss: 0.3919... Generator Loss: 3.3546
Epoch 1/2... Discriminator Loss: 0.4183... Generator Loss: 2.0967
Epoch 1/2... Discriminator Loss: 0.2640... Generator Loss: 2.8037
Epoch 1/2... Discriminator Loss: 0.2294... Generator Loss: 2.9527
Epoch 1/2... Discriminator Loss: 0.5900... Generator Loss: 1.6094
Epoch 1/2... Discriminator Loss: 0.7339... Generator Loss: 4.2418
Epoch 1/2... Discriminator Loss: 0.7304... Generator Loss: 0.9914
Epoch 1/2... Discriminator Loss: 0.3241... Generator Loss: 4.8486
Epoch 1/2... Discriminator Loss: 0.2046... Generator Loss: 2.3587
Epoch 1/2... Discriminator Loss: 0.3162... Generator Loss: 1.6766
Epoch 1/2... Discriminator Loss: 0.1644... Generator Loss: 4.5115
Epoch 1/2... Discriminator Loss: 0.1067... Generator Loss: 4.5971
Epoch 1/2... Discriminator Loss: 0.1487... Generator Loss: 2.7725
Epoch 1/2... Discriminator Loss: 0.3611... Generator Loss: 1.7615
Epoch 1/2... Discriminator Loss: 0.2001... Generator Loss: 4.7020
Epoch 1/2... Discriminator Loss: 0.2235... Generator Loss: 2.5880
Epoch 1/2... Discriminator Loss: 0.9511... Generator Loss: 0.7529
Epoch 1/2... Discriminator Loss: 2.0977... Generator Loss: 9.8482
Epoch 1/2... Discriminator Loss: 0.0813... Generator Loss: 4.5467
Epoch 1/2... Discriminator Loss: 0.6961... Generator Loss: 1.6181
Epoch 1/2... Discriminator Loss: 0.2789... Generator Loss: 5.7785
Epoch 1/2... Discriminator Loss: 0.2118... Generator Loss: 4.4932
Epoch 1/2... Discriminator Loss: 0.8565... Generator Loss: 0.9934
Epoch 1/2... Discriminator Loss: 1.5956... Generator Loss: 8.1604
Epoch 1/2... Discriminator Loss: 0.1514... Generator Loss: 3.7253
Epoch 1/2... Discriminator Loss: 1.5292... Generator Loss: 0.7106
Epoch 1/2... Discriminator Loss: 0.4576... Generator Loss: 5.8938
Epoch 1/2... Discriminator Loss: 0.3888... Generator Loss: 5.8624
Epoch 1/2... Discriminator Loss: 0.7495... Generator Loss: 1.5427
Epoch 1/2... Discriminator Loss: 1.3275... Generator Loss: 0.9681
Epoch 1/2... Discriminator Loss: 1.3402... Generator Loss: 4.4346
Epoch 1/2... Discriminator Loss: 0.6123... Generator Loss: 1.5852
Epoch 1/2... Discriminator Loss: 0.5466... Generator Loss: 1.6028
Epoch 1/2... Discriminator Loss: 0.5940... Generator Loss: 2.6232
Epoch 1/2... Discriminator Loss: 0.4628... Generator Loss: 2.0064
Epoch 1/2... Discriminator Loss: 0.5906... Generator Loss: 1.4799
Epoch 1/2... Discriminator Loss: 0.2761... Generator Loss: 3.1416
Epoch 1/2... Discriminator Loss: 0.2392... Generator Loss: 3.2291
Epoch 1/2... Discriminator Loss: 0.7133... Generator Loss: 1.0233
Epoch 1/2... Discriminator Loss: 0.2785... Generator Loss: 4.0986
Epoch 1/2... Discriminator Loss: 0.2327... Generator Loss: 3.6289
Epoch 1/2... Discriminator Loss: 0.2821... Generator Loss: 2.2526
Epoch 1/2... Discriminator Loss: 0.8341... Generator Loss: 0.8893
Epoch 1/2... Discriminator Loss: 1.0412... Generator Loss: 5.5891
Epoch 1/2... Discriminator Loss: 0.5034... Generator Loss: 1.8121
Epoch 1/2... Discriminator Loss: 0.2433... Generator Loss: 2.5941
Epoch 1/2... Discriminator Loss: 0.2136... Generator Loss: 3.4152
Epoch 1/2... Discriminator Loss: 1.2435... Generator Loss: 0.7073
Epoch 1/2... Discriminator Loss: 1.3490... Generator Loss: 13.2572
Epoch 1/2... Discriminator Loss: 0.1177... Generator Loss: 9.5890
Epoch 1/2... Discriminator Loss: 0.3386... Generator Loss: 3.2176
Epoch 1/2... Discriminator Loss: 2.3709... Generator Loss: 0.2576
Epoch 1/2... Discriminator Loss: 1.8354... Generator Loss: 7.7344
Epoch 1/2... Discriminator Loss: 0.6960... Generator Loss: 6.1064
Epoch 1/2... Discriminator Loss: 1.0121... Generator Loss: 2.3270
Epoch 1/2... Discriminator Loss: 1.0776... Generator Loss: 1.6876
Epoch 1/2... Discriminator Loss: 0.6897... Generator Loss: 3.5753
Epoch 1/2... Discriminator Loss: 0.8436... Generator Loss: 1.3726
Epoch 1/2... Discriminator Loss: 0.8482... Generator Loss: 1.3814
Epoch 1/2... Discriminator Loss: 0.7235... Generator Loss: 2.2532
Epoch 1/2... Discriminator Loss: 0.4041... Generator Loss: 1.8200
Epoch 1/2... Discriminator Loss: 0.6979... Generator Loss: 1.1826
Epoch 1/2... Discriminator Loss: 0.9256... Generator Loss: 5.1397
Epoch 1/2... Discriminator Loss: 0.2719... Generator Loss: 3.4001
Epoch 1/2... Discriminator Loss: 0.9682... Generator Loss: 0.6820
Epoch 1/2... Discriminator Loss: 0.3101... Generator Loss: 6.3702
Epoch 1/2... Discriminator Loss: 0.1774... Generator Loss: 6.9658
Epoch 1/2... Discriminator Loss: 0.0664... Generator Loss: 4.6783
Epoch 1/2... Discriminator Loss: 0.4499... Generator Loss: 1.9718
Epoch 1/2... Discriminator Loss: 0.5283... Generator Loss: 1.5829
Epoch 1/2... Discriminator Loss: 0.9086... Generator Loss: 4.4221
Epoch 1/2... Discriminator Loss: 1.2934... Generator Loss: 1.7729
Epoch 1/2... Discriminator Loss: 0.8507... Generator Loss: 3.2721
Epoch 1/2... Discriminator Loss: 0.4724... Generator Loss: 2.9857
Epoch 1/2... Discriminator Loss: 1.2866... Generator Loss: 0.6329
Epoch 1/2... Discriminator Loss: 0.4002... Generator Loss: 4.5369
Epoch 1/2... Discriminator Loss: 0.2876... Generator Loss: 4.2495
Epoch 1/2... Discriminator Loss: 0.4500... Generator Loss: 1.8566
Epoch 1/2... Discriminator Loss: 0.5408... Generator Loss: 1.3700
Epoch 1/2... Discriminator Loss: 0.3439... Generator Loss: 3.9146
Epoch 1/2... Discriminator Loss: 0.1977... Generator Loss: 3.2428
Epoch 1/2... Discriminator Loss: 0.4056... Generator Loss: 1.6782
Epoch 1/2... Discriminator Loss: 0.3085... Generator Loss: 2.3919
Epoch 1/2... Discriminator Loss: 0.5243... Generator Loss: 1.4492
Epoch 1/2... Discriminator Loss: 0.3261... Generator Loss: 3.8267
Epoch 1/2... Discriminator Loss: 0.5670... Generator Loss: 1.5969
Epoch 1/2... Discriminator Loss: 0.3842... Generator Loss: 3.8171
Epoch 1/2... Discriminator Loss: 0.4569... Generator Loss: 2.0155
Epoch 1/2... Discriminator Loss: 0.2894... Generator Loss: 2.6905
Epoch 1/2... Discriminator Loss: 0.2098... Generator Loss: 2.9375
Epoch 1/2... Discriminator Loss: 0.2610... Generator Loss: 2.7450
Epoch 1/2... Discriminator Loss: 0.3125... Generator Loss: 2.2558
Epoch 1/2... Discriminator Loss: 0.3093... Generator Loss: 2.7434
Epoch 1/2... Discriminator Loss: 0.7974... Generator Loss: 1.1523
Epoch 1/2... Discriminator Loss: 2.0336... Generator Loss: 7.6757
Epoch 1/2... Discriminator Loss: 3.8599... Generator Loss: 0.2285
Epoch 1/2... Discriminator Loss: 1.0353... Generator Loss: 6.1176
Epoch 1/2... Discriminator Loss: 0.9275... Generator Loss: 3.2831
Epoch 1/2... Discriminator Loss: 0.8630... Generator Loss: 1.0799
Epoch 1/2... Discriminator Loss: 0.3147... Generator Loss: 2.9441
Epoch 1/2... Discriminator Loss: 0.4335... Generator Loss: 3.0869
Epoch 1/2... Discriminator Loss: 1.0761... Generator Loss: 1.1457
Epoch 1/2... Discriminator Loss: 1.1663... Generator Loss: 1.0834
Epoch 1/2... Discriminator Loss: 1.4213... Generator Loss: 0.9255
Epoch 1/2... Discriminator Loss: 0.9871... Generator Loss: 1.6165
Epoch 1/2... Discriminator Loss: 1.3698... Generator Loss: 0.6491
Epoch 1/2... Discriminator Loss: 1.5790... Generator Loss: 5.6754
Epoch 1/2... Discriminator Loss: 0.8682... Generator Loss: 1.7797
Epoch 1/2... Discriminator Loss: 0.4957... Generator Loss: 1.8191
Epoch 1/2... Discriminator Loss: 0.3883... Generator Loss: 3.0464
Epoch 1/2... Discriminator Loss: 0.3628... Generator Loss: 2.9399
Epoch 1/2... Discriminator Loss: 0.6203... Generator Loss: 1.6695
Epoch 1/2... Discriminator Loss: 0.3744... Generator Loss: 2.3651
Epoch 1/2... Discriminator Loss: 0.4375... Generator Loss: 1.9280
Epoch 1/2... Discriminator Loss: 1.0242... Generator Loss: 1.0386
Epoch 1/2... Discriminator Loss: 1.9654... Generator Loss: 0.5371
Epoch 1/2... Discriminator Loss: 2.0567... Generator Loss: 4.4950
Epoch 1/2... Discriminator Loss: 1.7392... Generator Loss: 0.5078
Epoch 1/2... Discriminator Loss: 1.0687... Generator Loss: 1.6049
Epoch 1/2... Discriminator Loss: 0.9944... Generator Loss: 2.1480
Epoch 1/2... Discriminator Loss: 0.9531... Generator Loss: 0.9266
Epoch 1/2... Discriminator Loss: 0.9223... Generator Loss: 3.6162
Epoch 1/2... Discriminator Loss: 0.9330... Generator Loss: 0.7963
Epoch 1/2... Discriminator Loss: 0.5775... Generator Loss: 3.7543
Epoch 1/2... Discriminator Loss: 0.3434... Generator Loss: 2.8589
Epoch 1/2... Discriminator Loss: 0.7378... Generator Loss: 1.1613
Epoch 1/2... Discriminator Loss: 0.4124... Generator Loss: 3.1113
Epoch 1/2... Discriminator Loss: 0.5182... Generator Loss: 2.4766
Epoch 1/2... Discriminator Loss: 0.5874... Generator Loss: 1.9463
Epoch 1/2... Discriminator Loss: 0.8432... Generator Loss: 1.4986
Epoch 1/2... Discriminator Loss: 0.8171... Generator Loss: 2.8493
Epoch 1/2... Discriminator Loss: 2.2350... Generator Loss: 0.2579
Epoch 1/2... Discriminator Loss: 1.8900... Generator Loss: 7.7615
Epoch 1/2... Discriminator Loss: 0.7209... Generator Loss: 1.7359
Epoch 1/2... Discriminator Loss: 1.6128... Generator Loss: 0.6117
Epoch 1/2... Discriminator Loss: 0.8759... Generator Loss: 4.9313
Epoch 1/2... Discriminator Loss: 0.5491... Generator Loss: 3.0535
Epoch 1/2... Discriminator Loss: 0.9904... Generator Loss: 1.1328
Epoch 1/2... Discriminator Loss: 0.6181... Generator Loss: 2.2152
Epoch 1/2... Discriminator Loss: 0.5137... Generator Loss: 2.1671
Epoch 1/2... Discriminator Loss: 0.7325... Generator Loss: 1.4738
Epoch 1/2... Discriminator Loss: 0.7064... Generator Loss: 1.6743
Epoch 1/2... Discriminator Loss: 0.6499... Generator Loss: 2.7511
Epoch 1/2... Discriminator Loss: 0.8648... Generator Loss: 1.2592
Epoch 1/2... Discriminator Loss: 0.5771... Generator Loss: 1.8075
Epoch 1/2... Discriminator Loss: 0.5574... Generator Loss: 2.1804
Epoch 1/2... Discriminator Loss: 1.5358... Generator Loss: 0.4704
Epoch 1/2... Discriminator Loss: 0.5451... Generator Loss: 3.1766
Epoch 1/2... Discriminator Loss: 0.7197... Generator Loss: 1.7637
Epoch 1/2... Discriminator Loss: 0.6276... Generator Loss: 1.5679
Epoch 1/2... Discriminator Loss: 0.3480... Generator Loss: 3.1418
Epoch 1/2... Discriminator Loss: 0.3187... Generator Loss: 2.7092
Epoch 1/2... Discriminator Loss: 0.6737... Generator Loss: 1.3757
Epoch 1/2... Discriminator Loss: 0.6446... Generator Loss: 2.3232
Epoch 1/2... Discriminator Loss: 0.7577... Generator Loss: 1.6346
Epoch 1/2... Discriminator Loss: 0.6025... Generator Loss: 1.9806
Epoch 1/2... Discriminator Loss: 0.9857... Generator Loss: 2.0052
Epoch 1/2... Discriminator Loss: 2.0596... Generator Loss: 0.3938
Epoch 1/2... Discriminator Loss: 1.2853... Generator Loss: 3.8886
Epoch 1/2... Discriminator Loss: 3.1436... Generator Loss: 0.2697
Epoch 1/2... Discriminator Loss: 1.2184... Generator Loss: 4.9603
Epoch 1/2... Discriminator Loss: 1.1041... Generator Loss: 1.9372
Epoch 1/2... Discriminator Loss: 0.6877... Generator Loss: 1.3853
Epoch 1/2... Discriminator Loss: 0.3756... Generator Loss: 3.1682
Epoch 1/2... Discriminator Loss: 0.3396... Generator Loss: 2.4184
Epoch 1/2... Discriminator Loss: 1.3222... Generator Loss: 0.5173
Epoch 1/2... Discriminator Loss: 0.7023... Generator Loss: 3.3340
Epoch 1/2... Discriminator Loss: 0.6606... Generator Loss: 1.7004
Epoch 1/2... Discriminator Loss: 0.8921... Generator Loss: 1.3772
Epoch 1/2... Discriminator Loss: 0.8121... Generator Loss: 2.8122
Epoch 1/2... Discriminator Loss: 0.8265... Generator Loss: 1.3052
Epoch 1/2... Discriminator Loss: 0.5800... Generator Loss: 2.7694
Epoch 1/2... Discriminator Loss: 0.9760... Generator Loss: 1.0902
Epoch 1/2... Discriminator Loss: 0.5467... Generator Loss: 3.1060
Epoch 1/2... Discriminator Loss: 0.4407... Generator Loss: 2.6519
Epoch 1/2... Discriminator Loss: 0.8232... Generator Loss: 1.4453
Epoch 1/2... Discriminator Loss: 0.6295... Generator Loss: 2.2725
Epoch 1/2... Discriminator Loss: 0.7183... Generator Loss: 1.7872
Epoch 1/2... Discriminator Loss: 0.6596... Generator Loss: 2.7511
Epoch 1/2... Discriminator Loss: 0.4759... Generator Loss: 1.8041
Epoch 1/2... Discriminator Loss: 0.3830... Generator Loss: 2.4068
Epoch 1/2... Discriminator Loss: 0.4632... Generator Loss: 2.1064
Epoch 1/2... Discriminator Loss: 0.3246... Generator Loss: 2.2282
Epoch 1/2... Discriminator Loss: 0.2970... Generator Loss: 2.7924
Epoch 1/2... Discriminator Loss: 0.1279... Generator Loss: 3.7062
Epoch 1/2... Discriminator Loss: 1.0524... Generator Loss: 0.7418
Epoch 1/2... Discriminator Loss: 0.8091... Generator Loss: 6.5472
Epoch 1/2... Discriminator Loss: 1.5596... Generator Loss: 0.9001
Epoch 1/2... Discriminator Loss: 0.8133... Generator Loss: 3.0461
Epoch 1/2... Discriminator Loss: 0.9789... Generator Loss: 1.5142
Epoch 1/2... Discriminator Loss: 0.6176... Generator Loss: 1.9477
Epoch 1/2... Discriminator Loss: 1.1638... Generator Loss: 0.7703
Epoch 1/2... Discriminator Loss: 1.0247... Generator Loss: 4.8432
Epoch 1/2... Discriminator Loss: 2.4802... Generator Loss: 0.1498
Epoch 1/2... Discriminator Loss: 2.3397... Generator Loss: 7.4714
Epoch 1/2... Discriminator Loss: 0.2604... Generator Loss: 4.5886
Epoch 1/2... Discriminator Loss: 0.3400... Generator Loss: 1.8673
Epoch 1/2... Discriminator Loss: 0.4414... Generator Loss: 1.4751
Epoch 1/2... Discriminator Loss: 0.2075... Generator Loss: 2.7304
Epoch 1/2... Discriminator Loss: 0.2680... Generator Loss: 2.7776
Epoch 1/2... Discriminator Loss: 0.3473... Generator Loss: 1.9261
Epoch 1/2... Discriminator Loss: 0.6032... Generator Loss: 1.1342
Epoch 1/2... Discriminator Loss: 0.5485... Generator Loss: 2.1126
Epoch 1/2... Discriminator Loss: 0.6499... Generator Loss: 1.3468
Epoch 1/2... Discriminator Loss: 0.8784... Generator Loss: 1.0399
Epoch 1/2... Discriminator Loss: 0.5799... Generator Loss: 4.5077
Epoch 1/2... Discriminator Loss: 0.3364... Generator Loss: 3.2252
Epoch 1/2... Discriminator Loss: 0.7379... Generator Loss: 1.6153
Epoch 1/2... Discriminator Loss: 0.7562... Generator Loss: 3.4577
Epoch 1/2... Discriminator Loss: 0.6853... Generator Loss: 1.3018
Epoch 1/2... Discriminator Loss: 0.4775... Generator Loss: 2.1305
Epoch 1/2... Discriminator Loss: 0.5048... Generator Loss: 2.9902
Epoch 1/2... Discriminator Loss: 1.8533... Generator Loss: 0.3491
Epoch 1/2... Discriminator Loss: 1.6619... Generator Loss: 6.3422
Epoch 1/2... Discriminator Loss: 1.0749... Generator Loss: 1.2410
Epoch 1/2... Discriminator Loss: 0.8764... Generator Loss: 1.1207
Epoch 1/2... Discriminator Loss: 0.8448... Generator Loss: 2.4473
Epoch 1/2... Discriminator Loss: 1.1984... Generator Loss: 0.8314
Epoch 1/2... Discriminator Loss: 0.8071... Generator Loss: 3.8910
Epoch 1/2... Discriminator Loss: 0.8564... Generator Loss: 1.6158
Epoch 1/2... Discriminator Loss: 0.9587... Generator Loss: 1.0878
Epoch 1/2... Discriminator Loss: 0.5134... Generator Loss: 4.0406
Epoch 1/2... Discriminator Loss: 0.3226... Generator Loss: 3.4003
Epoch 1/2... Discriminator Loss: 0.6514... Generator Loss: 1.1962
Epoch 1/2... Discriminator Loss: 0.3160... Generator Loss: 2.4735
Epoch 1/2... Discriminator Loss: 0.5396... Generator Loss: 2.1053
Epoch 1/2... Discriminator Loss: 0.7608... Generator Loss: 1.0833
Epoch 1/2... Discriminator Loss: 0.9208... Generator Loss: 1.1861
Epoch 1/2... Discriminator Loss: 0.6778... Generator Loss: 1.8305
Epoch 1/2... Discriminator Loss: 0.7959... Generator Loss: 1.0458
Epoch 1/2... Discriminator Loss: 0.6459... Generator Loss: 2.8018
Epoch 1/2... Discriminator Loss: 1.1545... Generator Loss: 0.6260
Epoch 1/2... Discriminator Loss: 1.2330... Generator Loss: 5.5014
Epoch 1/2... Discriminator Loss: 0.8010... Generator Loss: 1.5220
Epoch 1/2... Discriminator Loss: 0.5251... Generator Loss: 1.7148
Epoch 1/2... Discriminator Loss: 0.3267... Generator Loss: 4.0948
Epoch 1/2... Discriminator Loss: 0.3119... Generator Loss: 2.5453
Epoch 1/2... Discriminator Loss: 0.4529... Generator Loss: 1.8265
Epoch 1/2... Discriminator Loss: 0.3611... Generator Loss: 2.1114
Epoch 1/2... Discriminator Loss: 0.4367... Generator Loss: 2.9159
Epoch 1/2... Discriminator Loss: 0.6762... Generator Loss: 1.1098
Epoch 1/2... Discriminator Loss: 0.4247... Generator Loss: 2.7774
Epoch 1/2... Discriminator Loss: 0.7759... Generator Loss: 1.2297
Epoch 1/2... Discriminator Loss: 0.9094... Generator Loss: 2.2349
Epoch 1/2... Discriminator Loss: 1.3372... Generator Loss: 0.7635
Epoch 1/2... Discriminator Loss: 0.7520... Generator Loss: 4.2928
Epoch 1/2... Discriminator Loss: 0.4546... Generator Loss: 2.6571
Epoch 1/2... Discriminator Loss: 1.0195... Generator Loss: 0.8949
Epoch 1/2... Discriminator Loss: 1.3066... Generator Loss: 4.5540
Epoch 1/2... Discriminator Loss: 0.8317... Generator Loss: 0.9621
Epoch 1/2... Discriminator Loss: 0.3328... Generator Loss: 2.2326
Epoch 1/2... Discriminator Loss: 0.5084... Generator Loss: 2.6375
Epoch 1/2... Discriminator Loss: 0.6293... Generator Loss: 1.6928
Epoch 1/2... Discriminator Loss: 0.4706... Generator Loss: 2.6272
Epoch 1/2... Discriminator Loss: 1.0711... Generator Loss: 0.9424
Epoch 1/2... Discriminator Loss: 1.0344... Generator Loss: 4.7384
Epoch 1/2... Discriminator Loss: 1.4291... Generator Loss: 0.5781
Epoch 1/2... Discriminator Loss: 1.1164... Generator Loss: 6.7267
Epoch 1/2... Discriminator Loss: 0.9304... Generator Loss: 1.4404
Epoch 1/2... Discriminator Loss: 0.6857... Generator Loss: 1.6501
Epoch 1/2... Discriminator Loss: 0.6776... Generator Loss: 3.2539
Epoch 1/2... Discriminator Loss: 1.5795... Generator Loss: 0.6383
Epoch 1/2... Discriminator Loss: 0.9815... Generator Loss: 2.5267
Epoch 1/2... Discriminator Loss: 0.5645... Generator Loss: 1.8573
Epoch 1/2... Discriminator Loss: 0.5984... Generator Loss: 1.4040
Epoch 1/2... Discriminator Loss: 0.5992... Generator Loss: 1.6572
Epoch 1/2... Discriminator Loss: 0.6364... Generator Loss: 2.1780
Epoch 1/2... Discriminator Loss: 0.5905... Generator Loss: 1.4728
Epoch 1/2... Discriminator Loss: 0.6917... Generator Loss: 1.4085
Epoch 1/2... Discriminator Loss: 0.5990... Generator Loss: 2.1817
Epoch 1/2... Discriminator Loss: 0.4646... Generator Loss: 1.9974
Epoch 1/2... Discriminator Loss: 0.5105... Generator Loss: 1.4911
Epoch 1/2... Discriminator Loss: 0.6393... Generator Loss: 1.2298
Epoch 1/2... Discriminator Loss: 0.7438... Generator Loss: 2.4570
Epoch 1/2... Discriminator Loss: 2.4387... Generator Loss: 0.2111
Epoch 1/2... Discriminator Loss: 0.6619... Generator Loss: 4.5843
Epoch 1/2... Discriminator Loss: 0.5911... Generator Loss: 3.6175
Epoch 1/2... Discriminator Loss: 0.5865... Generator Loss: 1.8818
Epoch 1/2... Discriminator Loss: 0.7978... Generator Loss: 1.2151
Epoch 1/2... Discriminator Loss: 0.8289... Generator Loss: 2.2578
Epoch 1/2... Discriminator Loss: 0.8408... Generator Loss: 1.2807
Epoch 1/2... Discriminator Loss: 0.8546... Generator Loss: 1.3692
Epoch 1/2... Discriminator Loss: 0.6050... Generator Loss: 2.6972
Epoch 1/2... Discriminator Loss: 1.1960... Generator Loss: 0.7232
Epoch 1/2... Discriminator Loss: 0.7099... Generator Loss: 2.9544
Epoch 1/2... Discriminator Loss: 1.0856... Generator Loss: 1.0599
Epoch 1/2... Discriminator Loss: 0.7666... Generator Loss: 2.1775
Epoch 1/2... Discriminator Loss: 0.5227... Generator Loss: 2.4006
Epoch 1/2... Discriminator Loss: 0.8042... Generator Loss: 1.1610
Epoch 1/2... Discriminator Loss: 0.4632... Generator Loss: 1.9489
Epoch 1/2... Discriminator Loss: 0.6599... Generator Loss: 2.8088
Epoch 1/2... Discriminator Loss: 0.7079... Generator Loss: 1.4160
Epoch 1/2... Discriminator Loss: 0.8818... Generator Loss: 1.2244
Epoch 1/2... Discriminator Loss: 0.5764... Generator Loss: 1.7710
Epoch 1/2... Discriminator Loss: 0.7093... Generator Loss: 1.7746
Epoch 1/2... Discriminator Loss: 1.3208... Generator Loss: 0.5334
Epoch 1/2... Discriminator Loss: 2.1142... Generator Loss: 5.8145
Epoch 1/2... Discriminator Loss: 1.0920... Generator Loss: 0.6710
Epoch 1/2... Discriminator Loss: 0.5563... Generator Loss: 1.5296
Epoch 1/2... Discriminator Loss: 0.5371... Generator Loss: 2.2163
Epoch 1/2... Discriminator Loss: 0.8076... Generator Loss: 1.0513
Epoch 1/2... Discriminator Loss: 0.6385... Generator Loss: 2.1413
Epoch 1/2... Discriminator Loss: 0.4558... Generator Loss: 1.6402
Epoch 1/2... Discriminator Loss: 0.6021... Generator Loss: 1.5892
Epoch 1/2... Discriminator Loss: 0.6465... Generator Loss: 1.4915
Epoch 1/2... Discriminator Loss: 0.5984... Generator Loss: 1.7977
Epoch 1/2... Discriminator Loss: 0.4966... Generator Loss: 2.2979
Epoch 1/2... Discriminator Loss: 0.7725... Generator Loss: 1.1673
Epoch 1/2... Discriminator Loss: 0.5270... Generator Loss: 2.1010
Epoch 1/2... Discriminator Loss: 0.5284... Generator Loss: 1.6318
Epoch 1/2... Discriminator Loss: 0.4965... Generator Loss: 1.9929
Epoch 1/2... Discriminator Loss: 0.5077... Generator Loss: 1.6013
Epoch 1/2... Discriminator Loss: 0.6594... Generator Loss: 1.7116
Epoch 1/2... Discriminator Loss: 0.6877... Generator Loss: 2.4002
Epoch 1/2... Discriminator Loss: 0.9200... Generator Loss: 1.0154
Epoch 1/2... Discriminator Loss: 1.0790... Generator Loss: 2.6465
Epoch 1/2... Discriminator Loss: 1.4669... Generator Loss: 0.4848
Epoch 1/2... Discriminator Loss: 1.6412... Generator Loss: 4.6871
Epoch 1/2... Discriminator Loss: 1.1043... Generator Loss: 0.7316
Epoch 1/2... Discriminator Loss: 0.7769... Generator Loss: 1.4978
Epoch 1/2... Discriminator Loss: 0.5909... Generator Loss: 2.3677
Epoch 1/2... Discriminator Loss: 0.6717... Generator Loss: 1.4772
Epoch 1/2... Discriminator Loss: 1.0817... Generator Loss: 0.7140
Epoch 1/2... Discriminator Loss: 1.4473... Generator Loss: 4.5971
Epoch 1/2... Discriminator Loss: 1.1613... Generator Loss: 0.7705
Epoch 1/2... Discriminator Loss: 0.5120... Generator Loss: 3.1896
Epoch 1/2... Discriminator Loss: 0.4742... Generator Loss: 2.2251
Epoch 1/2... Discriminator Loss: 0.8623... Generator Loss: 1.2156
Epoch 1/2... Discriminator Loss: 0.7494... Generator Loss: 1.8334
Epoch 1/2... Discriminator Loss: 0.7493... Generator Loss: 1.4212
Epoch 1/2... Discriminator Loss: 0.5708... Generator Loss: 2.2172
Epoch 1/2... Discriminator Loss: 0.3565... Generator Loss: 2.3924
Epoch 1/2... Discriminator Loss: 1.2721... Generator Loss: 0.4850
Epoch 1/2... Discriminator Loss: 1.2588... Generator Loss: 4.6645
Epoch 1/2... Discriminator Loss: 0.6818... Generator Loss: 1.4320
Epoch 1/2... Discriminator Loss: 0.8550... Generator Loss: 1.1142
Epoch 1/2... Discriminator Loss: 0.4494... Generator Loss: 2.8352
Epoch 1/2... Discriminator Loss: 0.6891... Generator Loss: 1.3747
Epoch 1/2... Discriminator Loss: 0.5962... Generator Loss: 1.9555
Epoch 1/2... Discriminator Loss: 0.6106... Generator Loss: 1.6918
Epoch 1/2... Discriminator Loss: 0.7950... Generator Loss: 1.0060
Epoch 1/2... Discriminator Loss: 0.6187... Generator Loss: 3.1349
Epoch 1/2... Discriminator Loss: 0.5945... Generator Loss: 1.5194
Epoch 1/2... Discriminator Loss: 0.5630... Generator Loss: 1.8774
Epoch 1/2... Discriminator Loss: 0.8030... Generator Loss: 1.0929
Epoch 1/2... Discriminator Loss: 0.5199... Generator Loss: 2.2489
Epoch 1/2... Discriminator Loss: 0.4195... Generator Loss: 1.9224
Epoch 1/2... Discriminator Loss: 0.4953... Generator Loss: 1.4994
Epoch 1/2... Discriminator Loss: 0.4986... Generator Loss: 2.3627
Epoch 1/2... Discriminator Loss: 0.6689... Generator Loss: 1.2888
Epoch 1/2... Discriminator Loss: 0.5737... Generator Loss: 2.1597
Epoch 1/2... Discriminator Loss: 0.9525... Generator Loss: 1.0641
Epoch 1/2... Discriminator Loss: 0.8803... Generator Loss: 1.3948
Epoch 1/2... Discriminator Loss: 0.5794... Generator Loss: 1.8829
Epoch 1/2... Discriminator Loss: 0.8963... Generator Loss: 0.9062
Epoch 1/2... Discriminator Loss: 0.7137... Generator Loss: 2.8711
Epoch 1/2... Discriminator Loss: 1.0646... Generator Loss: 0.9318
Epoch 1/2... Discriminator Loss: 0.9625... Generator Loss: 1.3461
Epoch 1/2... Discriminator Loss: 0.8575... Generator Loss: 2.9225
Epoch 1/2... Discriminator Loss: 2.3220... Generator Loss: 0.2017
Epoch 1/2... Discriminator Loss: 1.2704... Generator Loss: 4.2459
Epoch 1/2... Discriminator Loss: 1.3574... Generator Loss: 0.9987
Epoch 1/2... Discriminator Loss: 1.0265... Generator Loss: 1.3971
Epoch 1/2... Discriminator Loss: 0.9579... Generator Loss: 2.3527
Epoch 1/2... Discriminator Loss: 0.7980... Generator Loss: 1.0066
Epoch 1/2... Discriminator Loss: 0.5223... Generator Loss: 1.9430
Epoch 1/2... Discriminator Loss: 0.6573... Generator Loss: 1.4612
Epoch 1/2... Discriminator Loss: 0.6749... Generator Loss: 1.5147
Epoch 1/2... Discriminator Loss: 0.8657... Generator Loss: 1.3949
Epoch 1/2... Discriminator Loss: 2.4791... Generator Loss: 0.1870
Epoch 1/2... Discriminator Loss: 2.3726... Generator Loss: 3.2135
Epoch 1/2... Discriminator Loss: 1.3502... Generator Loss: 0.7134
Epoch 1/2... Discriminator Loss: 0.8257... Generator Loss: 1.4285
Epoch 1/2... Discriminator Loss: 0.8883... Generator Loss: 1.0934
Epoch 1/2... Discriminator Loss: 0.8168... Generator Loss: 1.4028
Epoch 1/2... Discriminator Loss: 0.8623... Generator Loss: 1.6657
Epoch 1/2... Discriminator Loss: 1.3623... Generator Loss: 0.4951
Epoch 1/2... Discriminator Loss: 0.9258... Generator Loss: 3.0179
Epoch 1/2... Discriminator Loss: 0.5949... Generator Loss: 1.2135
Epoch 1/2... Discriminator Loss: 0.5212... Generator Loss: 1.3326
Epoch 1/2... Discriminator Loss: 0.6277... Generator Loss: 2.1714
Epoch 1/2... Discriminator Loss: 0.7829... Generator Loss: 1.2096
Epoch 1/2... Discriminator Loss: 0.7677... Generator Loss: 1.5952
Epoch 1/2... Discriminator Loss: 0.9099... Generator Loss: 1.0634
Epoch 1/2... Discriminator Loss: 0.7450... Generator Loss: 1.6698
Epoch 1/2... Discriminator Loss: 0.8304... Generator Loss: 1.2562
Epoch 1/2... Discriminator Loss: 0.7576... Generator Loss: 1.7574
Epoch 1/2... Discriminator Loss: 1.1287... Generator Loss: 0.6260
Epoch 1/2... Discriminator Loss: 1.2767... Generator Loss: 3.2019
Epoch 1/2... Discriminator Loss: 1.8583... Generator Loss: 0.2937
Epoch 1/2... Discriminator Loss: 1.2982... Generator Loss: 3.5623
Epoch 1/2... Discriminator Loss: 0.5074... Generator Loss: 1.5835
Epoch 1/2... Discriminator Loss: 0.8254... Generator Loss: 0.9196
Epoch 1/2... Discriminator Loss: 0.6273... Generator Loss: 2.6446
Epoch 1/2... Discriminator Loss: 0.6691... Generator Loss: 1.3705
Epoch 1/2... Discriminator Loss: 0.7872... Generator Loss: 1.0686
Epoch 1/2... Discriminator Loss: 0.7340... Generator Loss: 2.2699
Epoch 1/2... Discriminator Loss: 0.9212... Generator Loss: 0.9568
Epoch 1/2... Discriminator Loss: 0.8141... Generator Loss: 1.2349
Epoch 1/2... Discriminator Loss: 0.7348... Generator Loss: 1.2222
Epoch 1/2... Discriminator Loss: 0.8505... Generator Loss: 1.1527
Epoch 1/2... Discriminator Loss: 0.9259... Generator Loss: 2.2325
Epoch 1/2... Discriminator Loss: 1.8020... Generator Loss: 0.3224
Epoch 1/2... Discriminator Loss: 1.4638... Generator Loss: 3.4395
Epoch 1/2... Discriminator Loss: 1.1816... Generator Loss: 0.7418
Epoch 1/2... Discriminator Loss: 0.7755... Generator Loss: 2.8265
Epoch 1/2... Discriminator Loss: 0.6062... Generator Loss: 1.9274
Epoch 1/2... Discriminator Loss: 0.5293... Generator Loss: 1.5256
Epoch 1/2... Discriminator Loss: 0.4582... Generator Loss: 2.0891
Epoch 1/2... Discriminator Loss: 0.7244... Generator Loss: 1.1798
Epoch 1/2... Discriminator Loss: 0.6767... Generator Loss: 1.3790
Epoch 1/2... Discriminator Loss: 0.6540... Generator Loss: 1.5909
Epoch 1/2... Discriminator Loss: 0.8939... Generator Loss: 0.9348
Epoch 1/2... Discriminator Loss: 0.9031... Generator Loss: 1.8552
Epoch 1/2... Discriminator Loss: 1.2965... Generator Loss: 0.6900
Epoch 1/2... Discriminator Loss: 1.2336... Generator Loss: 3.7162
Epoch 1/2... Discriminator Loss: 1.8754... Generator Loss: 0.3802
Epoch 1/2... Discriminator Loss: 0.6487... Generator Loss: 3.1278
Epoch 1/2... Discriminator Loss: 0.8559... Generator Loss: 0.9164
Epoch 1/2... Discriminator Loss: 0.8089... Generator Loss: 1.0743
Epoch 1/2... Discriminator Loss: 0.8207... Generator Loss: 1.2288
Epoch 1/2... Discriminator Loss: 0.7385... Generator Loss: 1.5603
Epoch 1/2... Discriminator Loss: 0.9520... Generator Loss: 1.3672
Epoch 1/2... Discriminator Loss: 0.9868... Generator Loss: 0.9784
Epoch 1/2... Discriminator Loss: 0.9337... Generator Loss: 1.4078
Epoch 1/2... Discriminator Loss: 1.1744... Generator Loss: 1.0539
Epoch 1/2... Discriminator Loss: 1.1226... Generator Loss: 1.4554
Epoch 1/2... Discriminator Loss: 0.7533... Generator Loss: 1.3730
Epoch 1/2... Discriminator Loss: 0.7714... Generator Loss: 1.2983
Epoch 1/2... Discriminator Loss: 0.6867... Generator Loss: 1.3988
Epoch 1/2... Discriminator Loss: 0.4694... Generator Loss: 1.9033
Epoch 1/2... Discriminator Loss: 0.5972... Generator Loss: 1.5680
Epoch 1/2... Discriminator Loss: 0.5710... Generator Loss: 1.4902
Epoch 1/2... Discriminator Loss: 0.7845... Generator Loss: 1.0942
Epoch 1/2... Discriminator Loss: 0.9105... Generator Loss: 2.0219
Epoch 1/2... Discriminator Loss: 1.1584... Generator Loss: 0.6760
Epoch 1/2... Discriminator Loss: 1.2766... Generator Loss: 3.1823
Epoch 1/2... Discriminator Loss: 1.7474... Generator Loss: 0.3729
Epoch 1/2... Discriminator Loss: 1.1299... Generator Loss: 3.7217
Epoch 1/2... Discriminator Loss: 0.7913... Generator Loss: 1.1589
Epoch 1/2... Discriminator Loss: 0.6377... Generator Loss: 1.2945
Epoch 1/2... Discriminator Loss: 0.5639... Generator Loss: 1.9844
Epoch 1/2... Discriminator Loss: 0.6585... Generator Loss: 1.3440
Epoch 1/2... Discriminator Loss: 0.5707... Generator Loss: 1.8888
Epoch 1/2... Discriminator Loss: 0.7388... Generator Loss: 1.2968
Epoch 1/2... Discriminator Loss: 1.0271... Generator Loss: 0.8108
Epoch 1/2... Discriminator Loss: 1.1905... Generator Loss: 2.5568
Epoch 1/2... Discriminator Loss: 1.1586... Generator Loss: 0.8247
Epoch 1/2... Discriminator Loss: 0.8643... Generator Loss: 3.0132
Epoch 1/2... Discriminator Loss: 1.0176... Generator Loss: 0.7230
Epoch 1/2... Discriminator Loss: 0.5175... Generator Loss: 1.6579
Epoch 1/2... Discriminator Loss: 0.7661... Generator Loss: 1.9561
Epoch 1/2... Discriminator Loss: 1.1420... Generator Loss: 0.6349
Epoch 1/2... Discriminator Loss: 0.6966... Generator Loss: 2.0708
Epoch 1/2... Discriminator Loss: 0.8134... Generator Loss: 1.1645
Epoch 1/2... Discriminator Loss: 0.7415... Generator Loss: 1.3943
Epoch 1/2... Discriminator Loss: 0.9370... Generator Loss: 0.9906
Epoch 1/2... Discriminator Loss: 0.8849... Generator Loss: 1.2313
Epoch 1/2... Discriminator Loss: 0.7893... Generator Loss: 1.6366
Epoch 1/2... Discriminator Loss: 1.3459... Generator Loss: 0.5753
Epoch 1/2... Discriminator Loss: 1.3775... Generator Loss: 2.9589
Epoch 1/2... Discriminator Loss: 2.0683... Generator Loss: 0.2594
Epoch 1/2... Discriminator Loss: 1.1124... Generator Loss: 2.9692
Epoch 1/2... Discriminator Loss: 0.7374... Generator Loss: 1.4311
Epoch 1/2... Discriminator Loss: 1.0594... Generator Loss: 0.7458
Epoch 1/2... Discriminator Loss: 0.9183... Generator Loss: 1.9613
Epoch 1/2... Discriminator Loss: 1.1107... Generator Loss: 0.8546
Epoch 1/2... Discriminator Loss: 0.8575... Generator Loss: 1.8986
Epoch 1/2... Discriminator Loss: 1.0734... Generator Loss: 0.7116
Epoch 1/2... Discriminator Loss: 0.9410... Generator Loss: 1.8101
Epoch 1/2... Discriminator Loss: 0.8093... Generator Loss: 1.1958
Epoch 1/2... Discriminator Loss: 0.9025... Generator Loss: 0.8796
Epoch 1/2... Discriminator Loss: 0.8342... Generator Loss: 1.8137
Epoch 1/2... Discriminator Loss: 0.9430... Generator Loss: 0.9012
Epoch 1/2... Discriminator Loss: 0.8616... Generator Loss: 1.6493
Epoch 1/2... Discriminator Loss: 0.8593... Generator Loss: 1.0209
Epoch 1/2... Discriminator Loss: 0.7024... Generator Loss: 1.1474
Epoch 1/2... Discriminator Loss: 0.7625... Generator Loss: 2.3073
Epoch 1/2... Discriminator Loss: 1.0725... Generator Loss: 0.6292
Epoch 1/2... Discriminator Loss: 0.6650... Generator Loss: 2.7572
Epoch 1/2... Discriminator Loss: 0.9627... Generator Loss: 0.7248
Epoch 1/2... Discriminator Loss: 0.5581... Generator Loss: 1.5351
Epoch 1/2... Discriminator Loss: 0.6374... Generator Loss: 2.0875
Epoch 1/2... Discriminator Loss: 0.9361... Generator Loss: 0.7604
Epoch 1/2... Discriminator Loss: 0.7721... Generator Loss: 1.7231
Epoch 1/2... Discriminator Loss: 1.1114... Generator Loss: 0.6583
Epoch 1/2... Discriminator Loss: 0.7143... Generator Loss: 2.4582
Epoch 1/2... Discriminator Loss: 1.0158... Generator Loss: 0.7998
Epoch 1/2... Discriminator Loss: 0.6292... Generator Loss: 2.3671
Epoch 1/2... Discriminator Loss: 0.7423... Generator Loss: 1.5139
Epoch 1/2... Discriminator Loss: 0.7456... Generator Loss: 1.4148
Epoch 1/2... Discriminator Loss: 0.8223... Generator Loss: 1.4297
Epoch 1/2... Discriminator Loss: 0.6817... Generator Loss: 1.3462
Epoch 1/2... Discriminator Loss: 0.8059... Generator Loss: 1.5058
Epoch 1/2... Discriminator Loss: 0.8918... Generator Loss: 1.0684
Epoch 1/2... Discriminator Loss: 0.8299... Generator Loss: 1.0127
Epoch 1/2... Discriminator Loss: 0.5954... Generator Loss: 1.6627
Epoch 1/2... Discriminator Loss: 0.6327... Generator Loss: 1.4359
Epoch 1/2... Discriminator Loss: 0.7543... Generator Loss: 1.1660
Epoch 1/2... Discriminator Loss: 0.6136... Generator Loss: 1.9849
Epoch 1/2... Discriminator Loss: 0.9151... Generator Loss: 0.9334
Epoch 1/2... Discriminator Loss: 0.8182... Generator Loss: 2.7828
Epoch 1/2... Discriminator Loss: 0.8940... Generator Loss: 0.9960
Epoch 1/2... Discriminator Loss: 0.6912... Generator Loss: 1.7027
Epoch 1/2... Discriminator Loss: 0.9223... Generator Loss: 1.0354
Epoch 1/2... Discriminator Loss: 0.8625... Generator Loss: 1.1549
Epoch 1/2... Discriminator Loss: 0.8423... Generator Loss: 2.2179
Epoch 1/2... Discriminator Loss: 1.3567... Generator Loss: 0.4764
Epoch 1/2... Discriminator Loss: 1.1709... Generator Loss: 2.8982
Epoch 1/2... Discriminator Loss: 0.9674... Generator Loss: 0.8705
Epoch 1/2... Discriminator Loss: 0.6469... Generator Loss: 2.8644
Epoch 1/2... Discriminator Loss: 1.5882... Generator Loss: 0.4824
Epoch 1/2... Discriminator Loss: 0.5759... Generator Loss: 2.7718
Epoch 1/2... Discriminator Loss: 0.8191... Generator Loss: 1.5419
Epoch 1/2... Discriminator Loss: 0.8621... Generator Loss: 1.0405
Epoch 1/2... Discriminator Loss: 0.9290... Generator Loss: 1.8384
Epoch 1/2... Discriminator Loss: 1.0818... Generator Loss: 0.6328
Epoch 1/2... Discriminator Loss: 1.0718... Generator Loss: 2.1929
Epoch 1/2... Discriminator Loss: 1.6049... Generator Loss: 0.4261
Epoch 1/2... Discriminator Loss: 0.9978... Generator Loss: 2.1730
Epoch 1/2... Discriminator Loss: 0.8209... Generator Loss: 1.2737
Epoch 1/2... Discriminator Loss: 0.8231... Generator Loss: 1.1360
Epoch 1/2... Discriminator Loss: 0.8591... Generator Loss: 1.2654
Epoch 1/2... Discriminator Loss: 0.8207... Generator Loss: 1.0193
Epoch 1/2... Discriminator Loss: 0.6265... Generator Loss: 1.7470
Epoch 1/2... Discriminator Loss: 0.8258... Generator Loss: 1.0936
Epoch 1/2... Discriminator Loss: 0.6754... Generator Loss: 1.6103
Epoch 1/2... Discriminator Loss: 0.7186... Generator Loss: 1.2972
Epoch 1/2... Discriminator Loss: 0.7600... Generator Loss: 1.1063
Epoch 1/2... Discriminator Loss: 0.6527... Generator Loss: 1.7079
Epoch 1/2... Discriminator Loss: 1.0513... Generator Loss: 0.6251
Epoch 1/2... Discriminator Loss: 1.2802... Generator Loss: 3.0483
Epoch 1/2... Discriminator Loss: 1.4407... Generator Loss: 0.4111
Epoch 1/2... Discriminator Loss: 0.8615... Generator Loss: 2.3999
Epoch 1/2... Discriminator Loss: 0.8148... Generator Loss: 1.2454
Epoch 1/2... Discriminator Loss: 0.6140... Generator Loss: 1.4494
Epoch 1/2... Discriminator Loss: 0.5922... Generator Loss: 1.7712
Epoch 1/2... Discriminator Loss: 0.9047... Generator Loss: 0.8182
Epoch 1/2... Discriminator Loss: 1.2916... Generator Loss: 3.0748
Epoch 1/2... Discriminator Loss: 1.2416... Generator Loss: 0.6274
Epoch 1/2... Discriminator Loss: 0.9913... Generator Loss: 1.3647
Epoch 1/2... Discriminator Loss: 0.9298... Generator Loss: 1.0682
Epoch 1/2... Discriminator Loss: 0.8865... Generator Loss: 2.0461
Epoch 1/2... Discriminator Loss: 0.9642... Generator Loss: 0.7615
Epoch 1/2... Discriminator Loss: 0.6452... Generator Loss: 2.3031
Epoch 1/2... Discriminator Loss: 0.8262... Generator Loss: 0.8531
Epoch 1/2... Discriminator Loss: 0.5287... Generator Loss: 1.6864
Epoch 1/2... Discriminator Loss: 0.5601... Generator Loss: 1.7805
Epoch 1/2... Discriminator Loss: 1.5332... Generator Loss: 0.3637
Epoch 1/2... Discriminator Loss: 1.5787... Generator Loss: 3.9403
Epoch 1/2... Discriminator Loss: 1.4866... Generator Loss: 0.5521
Epoch 1/2... Discriminator Loss: 0.7558... Generator Loss: 2.2403
Epoch 1/2... Discriminator Loss: 1.0650... Generator Loss: 0.8352
Epoch 1/2... Discriminator Loss: 0.7486... Generator Loss: 1.4641
Epoch 1/2... Discriminator Loss: 0.8145... Generator Loss: 1.3251
Epoch 1/2... Discriminator Loss: 0.7415... Generator Loss: 1.5860
Epoch 1/2... Discriminator Loss: 1.0043... Generator Loss: 0.8392
Epoch 1/2... Discriminator Loss: 0.5735... Generator Loss: 2.2096
Epoch 1/2... Discriminator Loss: 0.7850... Generator Loss: 1.0456
Epoch 1/2... Discriminator Loss: 0.6753... Generator Loss: 1.4777
Epoch 1/2... Discriminator Loss: 0.5777... Generator Loss: 1.6514
Epoch 1/2... Discriminator Loss: 0.6408... Generator Loss: 1.2636
Epoch 1/2... Discriminator Loss: 0.6411... Generator Loss: 2.4822
Epoch 1/2... Discriminator Loss: 1.0046... Generator Loss: 0.6831
Epoch 1/2... Discriminator Loss: 0.6470... Generator Loss: 2.7208
Epoch 1/2... Discriminator Loss: 0.7690... Generator Loss: 1.1009
Epoch 1/2... Discriminator Loss: 1.1776... Generator Loss: 0.6152
Epoch 1/2... Discriminator Loss: 2.7844... Generator Loss: 5.0930
Epoch 1/2... Discriminator Loss: 1.3548... Generator Loss: 0.5271
Epoch 1/2... Discriminator Loss: 0.9261... Generator Loss: 1.4935
Epoch 1/2... Discriminator Loss: 1.0043... Generator Loss: 1.3386
Epoch 1/2... Discriminator Loss: 0.9678... Generator Loss: 0.7617
Epoch 1/2... Discriminator Loss: 1.0159... Generator Loss: 1.8125
Epoch 1/2... Discriminator Loss: 1.0805... Generator Loss: 0.6925
Epoch 1/2... Discriminator Loss: 1.0300... Generator Loss: 1.3447
Epoch 1/2... Discriminator Loss: 0.9653... Generator Loss: 0.9706
Epoch 1/2... Discriminator Loss: 0.9041... Generator Loss: 1.8361
Epoch 1/2... Discriminator Loss: 1.3972... Generator Loss: 0.5365
Epoch 1/2... Discriminator Loss: 0.8358... Generator Loss: 2.0923
Epoch 1/2... Discriminator Loss: 1.1359... Generator Loss: 0.6509
Epoch 1/2... Discriminator Loss: 0.9489... Generator Loss: 2.3702
Epoch 1/2... Discriminator Loss: 1.0917... Generator Loss: 0.6472
Epoch 1/2... Discriminator Loss: 0.8979... Generator Loss: 1.6073
Epoch 1/2... Discriminator Loss: 1.2123... Generator Loss: 0.6046
Epoch 1/2... Discriminator Loss: 0.9002... Generator Loss: 2.5711
Epoch 1/2... Discriminator Loss: 0.6013... Generator Loss: 1.4018
Epoch 1/2... Discriminator Loss: 1.0801... Generator Loss: 0.6911
Epoch 1/2... Discriminator Loss: 0.8702... Generator Loss: 2.2295
Epoch 1/2... Discriminator Loss: 0.9218... Generator Loss: 0.9089
Epoch 1/2... Discriminator Loss: 0.7941... Generator Loss: 1.2757
Epoch 1/2... Discriminator Loss: 1.0304... Generator Loss: 1.0302
Epoch 1/2... Discriminator Loss: 0.8944... Generator Loss: 0.9528
Epoch 1/2... Discriminator Loss: 0.8070... Generator Loss: 1.9301
Epoch 1/2... Discriminator Loss: 1.5805... Generator Loss: 0.4758
Epoch 1/2... Discriminator Loss: 1.1991... Generator Loss: 3.0569
Epoch 1/2... Discriminator Loss: 1.1858... Generator Loss: 0.5712
Epoch 1/2... Discriminator Loss: 1.0785... Generator Loss: 2.3337
Epoch 1/2... Discriminator Loss: 1.7927... Generator Loss: 0.2929
Epoch 1/2... Discriminator Loss: 1.2850... Generator Loss: 2.9769
Epoch 1/2... Discriminator Loss: 0.7372... Generator Loss: 1.0696
Epoch 1/2... Discriminator Loss: 0.9776... Generator Loss: 0.7800
Epoch 1/2... Discriminator Loss: 0.8007... Generator Loss: 2.1906
Epoch 1/2... Discriminator Loss: 0.9112... Generator Loss: 0.8504
Epoch 1/2... Discriminator Loss: 0.9107... Generator Loss: 1.6013
Epoch 1/2... Discriminator Loss: 0.9653... Generator Loss: 0.8254
Epoch 1/2... Discriminator Loss: 0.8630... Generator Loss: 1.2201
Epoch 1/2... Discriminator Loss: 0.8525... Generator Loss: 1.1168
Epoch 1/2... Discriminator Loss: 0.7384... Generator Loss: 1.4032
Epoch 1/2... Discriminator Loss: 1.3029... Generator Loss: 0.4882
Epoch 1/2... Discriminator Loss: 0.6542... Generator Loss: 2.6581
Epoch 1/2... Discriminator Loss: 1.1151... Generator Loss: 0.6232
Epoch 1/2... Discriminator Loss: 0.8472... Generator Loss: 1.0469
Epoch 1/2... Discriminator Loss: 0.7893... Generator Loss: 1.9974
Epoch 1/2... Discriminator Loss: 1.5927... Generator Loss: 0.4358
Epoch 1/2... Discriminator Loss: 1.0533... Generator Loss: 4.0051
Epoch 1/2... Discriminator Loss: 1.4786... Generator Loss: 0.5119
Epoch 1/2... Discriminator Loss: 0.9413... Generator Loss: 1.4111
Epoch 1/2... Discriminator Loss: 0.9051... Generator Loss: 1.4750
Epoch 1/2... Discriminator Loss: 0.9533... Generator Loss: 0.7686
Epoch 1/2... Discriminator Loss: 0.9360... Generator Loss: 2.1175
Epoch 1/2... Discriminator Loss: 2.0522... Generator Loss: 0.2008
Epoch 1/2... Discriminator Loss: 3.8822... Generator Loss: 6.3465
Epoch 1/2... Discriminator Loss: 1.7423... Generator Loss: 0.5361
Epoch 1/2... Discriminator Loss: 1.3972... Generator Loss: 1.4506
Epoch 1/2... Discriminator Loss: 1.5888... Generator Loss: 0.9161
Epoch 1/2... Discriminator Loss: 1.4326... Generator Loss: 0.6347
Epoch 1/2... Discriminator Loss: 1.1937... Generator Loss: 2.0737
Epoch 1/2... Discriminator Loss: 1.1005... Generator Loss: 0.7157
Epoch 1/2... Discriminator Loss: 0.6928... Generator Loss: 1.5381
Epoch 1/2... Discriminator Loss: 0.6956... Generator Loss: 1.4872
Epoch 1/2... Discriminator Loss: 0.7840... Generator Loss: 0.9382
Epoch 1/2... Discriminator Loss: 0.9009... Generator Loss: 1.0956
Epoch 1/2... Discriminator Loss: 0.8805... Generator Loss: 0.9640
Epoch 1/2... Discriminator Loss: 0.7039... Generator Loss: 1.3226
Epoch 1/2... Discriminator Loss: 0.9035... Generator Loss: 0.8221
Epoch 1/2... Discriminator Loss: 0.8127... Generator Loss: 1.5323
Epoch 1/2... Discriminator Loss: 0.9629... Generator Loss: 0.9450
Epoch 1/2... Discriminator Loss: 0.9721... Generator Loss: 1.0252
Epoch 1/2... Discriminator Loss: 0.7828... Generator Loss: 1.6436
Epoch 1/2... Discriminator Loss: 0.7636... Generator Loss: 1.0962
Epoch 1/2... Discriminator Loss: 0.7242... Generator Loss: 1.4298
Epoch 1/2... Discriminator Loss: 0.8088... Generator Loss: 1.1250
Epoch 1/2... Discriminator Loss: 0.7282... Generator Loss: 1.0680
Epoch 1/2... Discriminator Loss: 0.4392... Generator Loss: 2.4523
Epoch 1/2... Discriminator Loss: 2.5263... Generator Loss: 0.2022
Epoch 1/2... Discriminator Loss: 2.6304... Generator Loss: 5.0591
Epoch 1/2... Discriminator Loss: 1.1304... Generator Loss: 0.7094
Epoch 1/2... Discriminator Loss: 0.6786... Generator Loss: 1.2285
Epoch 1/2... Discriminator Loss: 0.7578... Generator Loss: 1.2712
Epoch 1/2... Discriminator Loss: 0.6512... Generator Loss: 1.5938
Epoch 1/2... Discriminator Loss: 0.9530... Generator Loss: 0.8290
Epoch 1/2... Discriminator Loss: 1.0415... Generator Loss: 0.8327
Epoch 1/2... Discriminator Loss: 0.6593... Generator Loss: 1.9306
Epoch 1/2... Discriminator Loss: 0.9281... Generator Loss: 0.8863
Epoch 1/2... Discriminator Loss: 0.8402... Generator Loss: 1.0573
Epoch 1/2... Discriminator Loss: 0.6461... Generator Loss: 1.8974
Epoch 1/2... Discriminator Loss: 0.6995... Generator Loss: 1.0912
Epoch 1/2... Discriminator Loss: 0.5287... Generator Loss: 1.7117
Epoch 1/2... Discriminator Loss: 0.7584... Generator Loss: 0.9277
Epoch 1/2... Discriminator Loss: 0.5797... Generator Loss: 1.3340
Epoch 1/2... Discriminator Loss: 0.6424... Generator Loss: 1.3912
Epoch 1/2... Discriminator Loss: 2.5835... Generator Loss: 0.1941
Epoch 1/2... Discriminator Loss: 2.1189... Generator Loss: 5.1698
Epoch 1/2... Discriminator Loss: 2.3356... Generator Loss: 0.3730
Epoch 1/2... Discriminator Loss: 0.7230... Generator Loss: 1.4510
Epoch 1/2... Discriminator Loss: 1.0899... Generator Loss: 2.0995
Epoch 1/2... Discriminator Loss: 1.5685... Generator Loss: 0.4512
Epoch 1/2... Discriminator Loss: 1.3354... Generator Loss: 1.2706
Epoch 1/2... Discriminator Loss: 1.1564... Generator Loss: 1.0946
Epoch 1/2... Discriminator Loss: 1.3080... Generator Loss: 0.6539
Epoch 1/2... Discriminator Loss: 1.0132... Generator Loss: 2.0075
Epoch 1/2... Discriminator Loss: 0.7457... Generator Loss: 1.3515
Epoch 1/2... Discriminator Loss: 1.4475... Generator Loss: 0.5273
Epoch 1/2... Discriminator Loss: 1.1699... Generator Loss: 1.4677
Epoch 1/2... Discriminator Loss: 0.9373... Generator Loss: 0.9103
Epoch 1/2... Discriminator Loss: 0.9491... Generator Loss: 1.9773
Epoch 1/2... Discriminator Loss: 1.1014... Generator Loss: 0.7281
Epoch 1/2... Discriminator Loss: 0.8683... Generator Loss: 1.6598
Epoch 1/2... Discriminator Loss: 0.7889... Generator Loss: 1.1943
Epoch 1/2... Discriminator Loss: 1.0103... Generator Loss: 0.7480
Epoch 1/2... Discriminator Loss: 0.8363... Generator Loss: 2.3683
Epoch 1/2... Discriminator Loss: 0.6512... Generator Loss: 1.1878
Epoch 1/2... Discriminator Loss: 0.8004... Generator Loss: 0.9914
Epoch 1/2... Discriminator Loss: 0.6835... Generator Loss: 1.8382
Epoch 1/2... Discriminator Loss: 0.8031... Generator Loss: 0.8569
Epoch 1/2... Discriminator Loss: 0.7569... Generator Loss: 1.5500
Epoch 1/2... Discriminator Loss: 1.0166... Generator Loss: 0.6469
Epoch 1/2... Discriminator Loss: 0.9161... Generator Loss: 1.3221
Epoch 1/2... Discriminator Loss: 1.0585... Generator Loss: 1.1637
Epoch 1/2... Discriminator Loss: 1.0560... Generator Loss: 0.8079
Epoch 1/2... Discriminator Loss: 0.8619... Generator Loss: 1.4561
Epoch 1/2... Discriminator Loss: 0.8376... Generator Loss: 1.1881
Epoch 1/2... Discriminator Loss: 0.7406... Generator Loss: 1.0739
Epoch 1/2... Discriminator Loss: 0.7330... Generator Loss: 1.1283
Epoch 1/2... Discriminator Loss: 0.7335... Generator Loss: 1.0260
Epoch 1/2... Discriminator Loss: 0.7067... Generator Loss: 1.2326
Epoch 1/2... Discriminator Loss: 0.7978... Generator Loss: 0.9344
Epoch 1/2... Discriminator Loss: 0.7410... Generator Loss: 1.4081
Epoch 1/2... Discriminator Loss: 0.7398... Generator Loss: 0.9408
Epoch 1/2... Discriminator Loss: 0.7002... Generator Loss: 1.6063
Epoch 1/2... Discriminator Loss: 1.2575... Generator Loss: 0.5408
Epoch 1/2... Discriminator Loss: 0.7472... Generator Loss: 1.9495
Epoch 1/2... Discriminator Loss: 0.9299... Generator Loss: 0.8362
Epoch 1/2... Discriminator Loss: 0.7818... Generator Loss: 1.1236
Epoch 1/2... Discriminator Loss: 0.8413... Generator Loss: 1.1118
Epoch 1/2... Discriminator Loss: 0.7878... Generator Loss: 0.9885
Epoch 1/2... Discriminator Loss: 0.8105... Generator Loss: 1.7585
Epoch 1/2... Discriminator Loss: 0.9134... Generator Loss: 0.7779
Epoch 1/2... Discriminator Loss: 1.2577... Generator Loss: 2.4017
Epoch 1/2... Discriminator Loss: 1.8457... Generator Loss: 0.2498
Epoch 1/2... Discriminator Loss: 2.8795... Generator Loss: 4.1917
Epoch 1/2... Discriminator Loss: 1.4097... Generator Loss: 0.5177
Epoch 1/2... Discriminator Loss: 1.1407... Generator Loss: 0.7416
Epoch 1/2... Discriminator Loss: 1.4232... Generator Loss: 1.6307
Epoch 1/2... Discriminator Loss: 1.1550... Generator Loss: 0.5938
Epoch 1/2... Discriminator Loss: 1.0881... Generator Loss: 0.8448
Epoch 1/2... Discriminator Loss: 0.9207... Generator Loss: 1.1504
Epoch 1/2... Discriminator Loss: 0.9236... Generator Loss: 1.0014
Epoch 1/2... Discriminator Loss: 0.9677... Generator Loss: 0.8123
Epoch 1/2... Discriminator Loss: 0.9304... Generator Loss: 1.6468
Epoch 1/2... Discriminator Loss: 1.8061... Generator Loss: 0.2864
Epoch 1/2... Discriminator Loss: 1.0887... Generator Loss: 3.7359
Epoch 1/2... Discriminator Loss: 0.7552... Generator Loss: 1.0496
Epoch 1/2... Discriminator Loss: 0.8351... Generator Loss: 0.9138
Epoch 1/2... Discriminator Loss: 0.9004... Generator Loss: 1.8987
Epoch 1/2... Discriminator Loss: 1.2297... Generator Loss: 0.5431
Epoch 1/2... Discriminator Loss: 0.6671... Generator Loss: 1.5727
Epoch 1/2... Discriminator Loss: 0.7074... Generator Loss: 1.5603
Epoch 1/2... Discriminator Loss: 0.8883... Generator Loss: 0.7951
Epoch 1/2... Discriminator Loss: 0.7515... Generator Loss: 1.2558
Epoch 1/2... Discriminator Loss: 0.8041... Generator Loss: 1.1608
Epoch 1/2... Discriminator Loss: 0.9070... Generator Loss: 0.9126
Epoch 1/2... Discriminator Loss: 0.9421... Generator Loss: 0.7958
Epoch 1/2... Discriminator Loss: 0.8351... Generator Loss: 1.2152
Epoch 1/2... Discriminator Loss: 0.7195... Generator Loss: 1.3319
Epoch 1/2... Discriminator Loss: 0.9593... Generator Loss: 0.7476
Epoch 1/2... Discriminator Loss: 0.7738... Generator Loss: 1.8888
Epoch 1/2... Discriminator Loss: 0.8943... Generator Loss: 0.7695
Epoch 1/2... Discriminator Loss: 0.5622... Generator Loss: 1.8419
Epoch 1/2... Discriminator Loss: 1.0167... Generator Loss: 0.6802
Epoch 1/2... Discriminator Loss: 0.5401... Generator Loss: 2.0828
Output after epoch: 1
Epoch 2/2... Discriminator Loss: 1.1162... Generator Loss: 0.5664
Epoch 2/2... Discriminator Loss: 0.9882... Generator Loss: 2.1486
Epoch 2/2... Discriminator Loss: 1.5807... Generator Loss: 0.3176
Epoch 2/2... Discriminator Loss: 1.4069... Generator Loss: 2.8898
Epoch 2/2... Discriminator Loss: 1.3093... Generator Loss: 0.6175
Epoch 2/2... Discriminator Loss: 1.0070... Generator Loss: 1.0746
Epoch 2/2... Discriminator Loss: 0.8051... Generator Loss: 1.1460
Epoch 2/2... Discriminator Loss: 1.1262... Generator Loss: 0.6974
Epoch 2/2... Discriminator Loss: 1.3124... Generator Loss: 0.4708
Epoch 2/2... Discriminator Loss: 2.1548... Generator Loss: 3.4291
Epoch 2/2... Discriminator Loss: 1.8436... Generator Loss: 0.2392
Epoch 2/2... Discriminator Loss: 0.8200... Generator Loss: 1.2133
Epoch 2/2... Discriminator Loss: 0.6405... Generator Loss: 2.1115
Epoch 2/2... Discriminator Loss: 1.0036... Generator Loss: 0.6852
Epoch 2/2... Discriminator Loss: 0.9022... Generator Loss: 0.9871
Epoch 2/2... Discriminator Loss: 0.7279... Generator Loss: 1.2158
Epoch 2/2... Discriminator Loss: 0.8793... Generator Loss: 0.9073
Epoch 2/2... Discriminator Loss: 0.9596... Generator Loss: 0.7849
Epoch 2/2... Discriminator Loss: 0.6581... Generator Loss: 1.3174
Epoch 2/2... Discriminator Loss: 0.8840... Generator Loss: 0.8403
Epoch 2/2... Discriminator Loss: 0.9951... Generator Loss: 1.6151
Epoch 2/2... Discriminator Loss: 1.7034... Generator Loss: 0.2766
Epoch 2/2... Discriminator Loss: 2.6005... Generator Loss: 4.4186
Epoch 2/2... Discriminator Loss: 1.1926... Generator Loss: 0.6143
Epoch 2/2... Discriminator Loss: 1.1150... Generator Loss: 0.5823
Epoch 2/2... Discriminator Loss: 1.1827... Generator Loss: 1.7008
Epoch 2/2... Discriminator Loss: 1.2618... Generator Loss: 0.6358
Epoch 2/2... Discriminator Loss: 1.3513... Generator Loss: 0.6516
Epoch 2/2... Discriminator Loss: 1.1737... Generator Loss: 1.2207
Epoch 2/2... Discriminator Loss: 1.4530... Generator Loss: 0.4728
Epoch 2/2... Discriminator Loss: 1.2931... Generator Loss: 1.6273
Epoch 2/2... Discriminator Loss: 1.1923... Generator Loss: 0.7293
Epoch 2/2... Discriminator Loss: 0.9560... Generator Loss: 1.1012
Epoch 2/2... Discriminator Loss: 0.6864... Generator Loss: 1.6836
Epoch 2/2... Discriminator Loss: 1.0123... Generator Loss: 0.8494
Epoch 2/2... Discriminator Loss: 0.9267... Generator Loss: 0.7199
Epoch 2/2... Discriminator Loss: 1.3307... Generator Loss: 2.9932
Epoch 2/2... Discriminator Loss: 1.8472... Generator Loss: 0.2595
Epoch 2/2... Discriminator Loss: 1.6934... Generator Loss: 2.8124
Epoch 2/2... Discriminator Loss: 1.1546... Generator Loss: 0.7279
Epoch 2/2... Discriminator Loss: 1.1220... Generator Loss: 0.7246
Epoch 2/2... Discriminator Loss: 1.2399... Generator Loss: 1.5788
Epoch 2/2... Discriminator Loss: 1.3694... Generator Loss: 0.5131
Epoch 2/2... Discriminator Loss: 1.0463... Generator Loss: 0.9316
Epoch 2/2... Discriminator Loss: 0.8324... Generator Loss: 1.5520
Epoch 2/2... Discriminator Loss: 1.1639... Generator Loss: 0.6962
Epoch 2/2... Discriminator Loss: 0.8010... Generator Loss: 1.8579
Epoch 2/2... Discriminator Loss: 1.2427... Generator Loss: 0.5518
Epoch 2/2... Discriminator Loss: 0.8436... Generator Loss: 1.5031
Epoch 2/2... Discriminator Loss: 0.9429... Generator Loss: 0.9706
Epoch 2/2... Discriminator Loss: 1.0627... Generator Loss: 0.8203
Epoch 2/2... Discriminator Loss: 1.0369... Generator Loss: 0.9996
Epoch 2/2... Discriminator Loss: 0.8323... Generator Loss: 1.0980
Epoch 2/2... Discriminator Loss: 1.0056... Generator Loss: 0.7494
Epoch 2/2... Discriminator Loss: 0.8950... Generator Loss: 1.8028
Epoch 2/2... Discriminator Loss: 1.3005... Generator Loss: 0.4639
Epoch 2/2... Discriminator Loss: 0.9896... Generator Loss: 2.0601
Epoch 2/2... Discriminator Loss: 1.2071... Generator Loss: 0.5250
Epoch 2/2... Discriminator Loss: 0.6923... Generator Loss: 1.4707
Epoch 2/2... Discriminator Loss: 0.8874... Generator Loss: 0.8259
Epoch 2/2... Discriminator Loss: 1.0407... Generator Loss: 1.0026
Epoch 2/2... Discriminator Loss: 1.0860... Generator Loss: 0.6796
Epoch 2/2... Discriminator Loss: 0.8220... Generator Loss: 1.5406
Epoch 2/2... Discriminator Loss: 1.5664... Generator Loss: 0.4152
Epoch 2/2... Discriminator Loss: 1.5369... Generator Loss: 2.6792
Epoch 2/2... Discriminator Loss: 2.0350... Generator Loss: 0.2150
Epoch 2/2... Discriminator Loss: 1.4021... Generator Loss: 2.1482
Epoch 2/2... Discriminator Loss: 1.1467... Generator Loss: 0.7013
Epoch 2/2... Discriminator Loss: 1.1310... Generator Loss: 0.7352
Epoch 2/2... Discriminator Loss: 1.2933... Generator Loss: 1.7988
Epoch 2/2... Discriminator Loss: 1.3232... Generator Loss: 0.5304
Epoch 2/2... Discriminator Loss: 0.9426... Generator Loss: 1.1123
Epoch 2/2... Discriminator Loss: 0.8821... Generator Loss: 1.1142
Epoch 2/2... Discriminator Loss: 0.8613... Generator Loss: 1.3007
Epoch 2/2... Discriminator Loss: 1.0769... Generator Loss: 0.7616
Epoch 2/2... Discriminator Loss: 1.1079... Generator Loss: 1.2024
Epoch 2/2... Discriminator Loss: 1.0022... Generator Loss: 0.8651
Epoch 2/2... Discriminator Loss: 0.7622... Generator Loss: 1.1263
Epoch 2/2... Discriminator Loss: 0.6819... Generator Loss: 1.2192
Epoch 2/2... Discriminator Loss: 0.6404... Generator Loss: 1.6156
Epoch 2/2... Discriminator Loss: 1.2540... Generator Loss: 0.5175
Epoch 2/2... Discriminator Loss: 0.9007... Generator Loss: 2.0144
Epoch 2/2... Discriminator Loss: 0.7014... Generator Loss: 1.1755
Epoch 2/2... Discriminator Loss: 0.9183... Generator Loss: 0.8846
Epoch 2/2... Discriminator Loss: 0.9907... Generator Loss: 0.8732
Epoch 2/2... Discriminator Loss: 0.7975... Generator Loss: 1.7371
Epoch 2/2... Discriminator Loss: 1.3100... Generator Loss: 0.4744
Epoch 2/2... Discriminator Loss: 0.6040... Generator Loss: 1.7911
Epoch 2/2... Discriminator Loss: 0.5660... Generator Loss: 1.4095
Epoch 2/2... Discriminator Loss: 0.7563... Generator Loss: 0.8782
Epoch 2/2... Discriminator Loss: 0.7291... Generator Loss: 1.2747
Epoch 2/2... Discriminator Loss: 0.8063... Generator Loss: 0.8845
Epoch 2/2... Discriminator Loss: 0.4714... Generator Loss: 1.9555
Epoch 2/2... Discriminator Loss: 0.8190... Generator Loss: 0.8333
Epoch 2/2... Discriminator Loss: 0.4632... Generator Loss: 1.9132
Epoch 2/2... Discriminator Loss: 2.1233... Generator Loss: 0.1934
Epoch 2/2... Discriminator Loss: 2.6362... Generator Loss: 4.8708
Epoch 2/2... Discriminator Loss: 0.9233... Generator Loss: 0.8483
Epoch 2/2... Discriminator Loss: 1.1866... Generator Loss: 0.5384
Epoch 2/2... Discriminator Loss: 0.9948... Generator Loss: 1.8635
Epoch 2/2... Discriminator Loss: 1.0093... Generator Loss: 0.7523
Epoch 2/2... Discriminator Loss: 0.8007... Generator Loss: 1.2665
Epoch 2/2... Discriminator Loss: 1.4432... Generator Loss: 0.4658
Epoch 2/2... Discriminator Loss: 1.2249... Generator Loss: 1.8323
Epoch 2/2... Discriminator Loss: 1.7424... Generator Loss: 0.2913
Epoch 2/2... Discriminator Loss: 0.8812... Generator Loss: 2.2824
Epoch 2/2... Discriminator Loss: 0.9906... Generator Loss: 0.9236
Epoch 2/2... Discriminator Loss: 0.8609... Generator Loss: 0.9181
Epoch 2/2... Discriminator Loss: 1.0037... Generator Loss: 0.9006
Epoch 2/2... Discriminator Loss: 1.0707... Generator Loss: 0.7197
Epoch 2/2... Discriminator Loss: 0.8552... Generator Loss: 1.1902
Epoch 2/2... Discriminator Loss: 0.9592... Generator Loss: 0.9746
Epoch 2/2... Discriminator Loss: 1.1017... Generator Loss: 0.5774
Epoch 2/2... Discriminator Loss: 0.6666... Generator Loss: 1.9536
Epoch 2/2... Discriminator Loss: 0.9892... Generator Loss: 0.6566
Epoch 2/2... Discriminator Loss: 0.9317... Generator Loss: 1.0966
Epoch 2/2... Discriminator Loss: 0.6142... Generator Loss: 1.5301
Epoch 2/2... Discriminator Loss: 1.1834... Generator Loss: 0.5734
Epoch 2/2... Discriminator Loss: 0.8085... Generator Loss: 1.6469
Epoch 2/2... Discriminator Loss: 0.8614... Generator Loss: 0.8312
Epoch 2/2... Discriminator Loss: 1.1292... Generator Loss: 0.6165
Epoch 2/2... Discriminator Loss: 0.8605... Generator Loss: 1.6420
Epoch 2/2... Discriminator Loss: 1.2355... Generator Loss: 0.5675
Epoch 2/2... Discriminator Loss: 1.0907... Generator Loss: 0.9581
Epoch 2/2... Discriminator Loss: 1.4971... Generator Loss: 0.3936
Epoch 2/2... Discriminator Loss: 0.8011... Generator Loss: 1.8440
Epoch 2/2... Discriminator Loss: 0.9096... Generator Loss: 0.9400
Epoch 2/2... Discriminator Loss: 1.0449... Generator Loss: 0.7341
Epoch 2/2... Discriminator Loss: 0.7320... Generator Loss: 1.1801
Epoch 2/2... Discriminator Loss: 0.8424... Generator Loss: 0.8353
Epoch 2/2... Discriminator Loss: 0.9166... Generator Loss: 0.9782
Epoch 2/2... Discriminator Loss: 1.4253... Generator Loss: 0.3983
Epoch 2/2... Discriminator Loss: 0.8885... Generator Loss: 2.0136
Epoch 2/2... Discriminator Loss: 1.4962... Generator Loss: 0.3901
Epoch 2/2... Discriminator Loss: 1.4131... Generator Loss: 2.2369
Epoch 2/2... Discriminator Loss: 1.3319... Generator Loss: 0.5172
Epoch 2/2... Discriminator Loss: 0.7533... Generator Loss: 1.9849
Epoch 2/2... Discriminator Loss: 1.2573... Generator Loss: 0.5456
Epoch 2/2... Discriminator Loss: 0.8053... Generator Loss: 1.4880
Epoch 2/2... Discriminator Loss: 0.6903... Generator Loss: 1.4222
Epoch 2/2... Discriminator Loss: 0.8409... Generator Loss: 0.8759
Epoch 2/2... Discriminator Loss: 0.6848... Generator Loss: 1.3139
Epoch 2/2... Discriminator Loss: 1.1592... Generator Loss: 0.8267
Epoch 2/2... Discriminator Loss: 1.1748... Generator Loss: 0.9325
Epoch 2/2... Discriminator Loss: 1.1176... Generator Loss: 0.7495
Epoch 2/2... Discriminator Loss: 1.0947... Generator Loss: 0.8381
Epoch 2/2... Discriminator Loss: 0.9617... Generator Loss: 1.2579
Epoch 2/2... Discriminator Loss: 1.3432... Generator Loss: 0.5090
Epoch 2/2... Discriminator Loss: 1.5085... Generator Loss: 2.5870
Epoch 2/2... Discriminator Loss: 1.8654... Generator Loss: 0.2905
Epoch 2/2... Discriminator Loss: 1.2048... Generator Loss: 2.4635
Epoch 2/2... Discriminator Loss: 1.3265... Generator Loss: 0.5398
Epoch 2/2... Discriminator Loss: 1.0188... Generator Loss: 1.5867
Epoch 2/2... Discriminator Loss: 1.7763... Generator Loss: 0.3159
Epoch 2/2... Discriminator Loss: 1.5857... Generator Loss: 3.4995
Epoch 2/2... Discriminator Loss: 1.3018... Generator Loss: 0.6066
Epoch 2/2... Discriminator Loss: 0.8014... Generator Loss: 1.0327
Epoch 2/2... Discriminator Loss: 0.6080... Generator Loss: 1.9868
Epoch 2/2... Discriminator Loss: 0.8960... Generator Loss: 0.8356
Epoch 2/2... Discriminator Loss: 0.6790... Generator Loss: 1.2067
Epoch 2/2... Discriminator Loss: 1.2912... Generator Loss: 0.4780
Epoch 2/2... Discriminator Loss: 1.6150... Generator Loss: 2.8431
Epoch 2/2... Discriminator Loss: 1.1368... Generator Loss: 0.6374
Epoch 2/2... Discriminator Loss: 0.9195... Generator Loss: 0.9258
Epoch 2/2... Discriminator Loss: 0.7908... Generator Loss: 1.7990
Epoch 2/2... Discriminator Loss: 1.3791... Generator Loss: 0.5180
Epoch 2/2... Discriminator Loss: 1.2218... Generator Loss: 0.7518
Epoch 2/2... Discriminator Loss: 1.0006... Generator Loss: 1.7788
Epoch 2/2... Discriminator Loss: 1.5568... Generator Loss: 0.3266
Epoch 2/2... Discriminator Loss: 2.5124... Generator Loss: 4.4034
Epoch 2/2... Discriminator Loss: 1.5234... Generator Loss: 0.4522
Epoch 2/2... Discriminator Loss: 0.8706... Generator Loss: 1.9636
Epoch 2/2... Discriminator Loss: 0.8298... Generator Loss: 1.0219
Epoch 2/2... Discriminator Loss: 0.8925... Generator Loss: 0.9455
Epoch 2/2... Discriminator Loss: 0.9217... Generator Loss: 1.5880
Epoch 2/2... Discriminator Loss: 0.8745... Generator Loss: 1.0703
Epoch 2/2... Discriminator Loss: 1.2820... Generator Loss: 0.5282
Epoch 2/2... Discriminator Loss: 1.0292... Generator Loss: 1.7269
Epoch 2/2... Discriminator Loss: 1.1753... Generator Loss: 0.6242
Epoch 2/2... Discriminator Loss: 0.9216... Generator Loss: 1.4831
Epoch 2/2... Discriminator Loss: 1.1144... Generator Loss: 0.7521
Epoch 2/2... Discriminator Loss: 1.0425... Generator Loss: 0.7384
Epoch 2/2... Discriminator Loss: 0.8654... Generator Loss: 1.7789
Epoch 2/2... Discriminator Loss: 1.0461... Generator Loss: 0.7381
Epoch 2/2... Discriminator Loss: 1.3475... Generator Loss: 0.4958
Epoch 2/2... Discriminator Loss: 1.2522... Generator Loss: 2.4491
Epoch 2/2... Discriminator Loss: 1.2284... Generator Loss: 0.5170
Epoch 2/2... Discriminator Loss: 1.1517... Generator Loss: 0.6576
Epoch 2/2... Discriminator Loss: 1.5735... Generator Loss: 2.0563
Epoch 2/2... Discriminator Loss: 1.2480... Generator Loss: 0.5144
Epoch 2/2... Discriminator Loss: 0.8727... Generator Loss: 1.1391
Epoch 2/2... Discriminator Loss: 0.9109... Generator Loss: 1.2109
Epoch 2/2... Discriminator Loss: 0.9188... Generator Loss: 0.7819
Epoch 2/2... Discriminator Loss: 0.7040... Generator Loss: 1.5839
Epoch 2/2... Discriminator Loss: 0.6705... Generator Loss: 1.2506
Epoch 2/2... Discriminator Loss: 0.7081... Generator Loss: 1.0113
Epoch 2/2... Discriminator Loss: 0.9837... Generator Loss: 1.0715
Epoch 2/2... Discriminator Loss: 1.2082... Generator Loss: 0.5044
Epoch 2/2... Discriminator Loss: 0.9902... Generator Loss: 1.1610
Epoch 2/2... Discriminator Loss: 1.1580... Generator Loss: 0.6522
Epoch 2/2... Discriminator Loss: 0.9182... Generator Loss: 1.7279
Epoch 2/2... Discriminator Loss: 1.8018... Generator Loss: 0.2767
Epoch 2/2... Discriminator Loss: 1.1359... Generator Loss: 2.9509
Epoch 2/2... Discriminator Loss: 1.0226... Generator Loss: 0.6980
Epoch 2/2... Discriminator Loss: 0.9769... Generator Loss: 0.7685
Epoch 2/2... Discriminator Loss: 0.7950... Generator Loss: 1.1896
Epoch 2/2... Discriminator Loss: 0.9140... Generator Loss: 0.8709
Epoch 2/2... Discriminator Loss: 0.7687... Generator Loss: 1.0625
Epoch 2/2... Discriminator Loss: 0.6809... Generator Loss: 1.2914
Epoch 2/2... Discriminator Loss: 0.9239... Generator Loss: 0.8988
Epoch 2/2... Discriminator Loss: 0.6781... Generator Loss: 1.0356
Epoch 2/2... Discriminator Loss: 0.8799... Generator Loss: 0.9302
Epoch 2/2... Discriminator Loss: 1.6503... Generator Loss: 0.2858
Epoch 2/2... Discriminator Loss: 1.4937... Generator Loss: 2.3296
Epoch 2/2... Discriminator Loss: 1.1347... Generator Loss: 0.7059
Epoch 2/2... Discriminator Loss: 0.8535... Generator Loss: 1.0985
Epoch 2/2... Discriminator Loss: 1.0133... Generator Loss: 0.7059
Epoch 2/2... Discriminator Loss: 0.7986... Generator Loss: 1.2017
Epoch 2/2... Discriminator Loss: 0.9553... Generator Loss: 0.8143
Epoch 2/2... Discriminator Loss: 0.7827... Generator Loss: 1.2781
Epoch 2/2... Discriminator Loss: 1.6760... Generator Loss: 0.3105
Epoch 2/2... Discriminator Loss: 1.3818... Generator Loss: 2.8091
Epoch 2/2... Discriminator Loss: 1.4006... Generator Loss: 0.4023
Epoch 2/2... Discriminator Loss: 0.8432... Generator Loss: 1.2722
Epoch 2/2... Discriminator Loss: 0.7749... Generator Loss: 0.9863
Epoch 2/2... Discriminator Loss: 0.7600... Generator Loss: 1.0871
Epoch 2/2... Discriminator Loss: 1.6762... Generator Loss: 0.3298
Epoch 2/2... Discriminator Loss: 1.1857... Generator Loss: 2.1917
Epoch 2/2... Discriminator Loss: 1.1929... Generator Loss: 0.5441
Epoch 2/2... Discriminator Loss: 1.1223... Generator Loss: 0.7427
Epoch 2/2... Discriminator Loss: 1.8095... Generator Loss: 0.3231
Epoch 2/2... Discriminator Loss: 1.6688... Generator Loss: 2.9623
Epoch 2/2... Discriminator Loss: 1.6086... Generator Loss: 0.3703
Epoch 2/2... Discriminator Loss: 0.8681... Generator Loss: 1.5159
Epoch 2/2... Discriminator Loss: 1.1049... Generator Loss: 0.9020
Epoch 2/2... Discriminator Loss: 1.2762... Generator Loss: 0.4786
Epoch 2/2... Discriminator Loss: 0.6188... Generator Loss: 1.7847
Epoch 2/2... Discriminator Loss: 0.5493... Generator Loss: 1.6285
Epoch 2/2... Discriminator Loss: 1.1206... Generator Loss: 0.6272
Epoch 2/2... Discriminator Loss: 2.0405... Generator Loss: 0.2148
Epoch 2/2... Discriminator Loss: 2.5005... Generator Loss: 4.4152
Epoch 2/2... Discriminator Loss: 0.6322... Generator Loss: 1.3162
Epoch 2/2... Discriminator Loss: 1.3779... Generator Loss: 0.4583
Epoch 2/2... Discriminator Loss: 0.9831... Generator Loss: 1.5850
Epoch 2/2... Discriminator Loss: 0.9855... Generator Loss: 0.8996
Epoch 2/2... Discriminator Loss: 0.8136... Generator Loss: 0.9855
Epoch 2/2... Discriminator Loss: 0.9254... Generator Loss: 1.0170
Epoch 2/2... Discriminator Loss: 0.9964... Generator Loss: 0.7638
Epoch 2/2... Discriminator Loss: 0.9639... Generator Loss: 0.7352
Epoch 2/2... Discriminator Loss: 0.6977... Generator Loss: 1.2176
Epoch 2/2... Discriminator Loss: 1.3121... Generator Loss: 0.4331
Epoch 2/2... Discriminator Loss: 1.0938... Generator Loss: 1.6608
Epoch 2/2... Discriminator Loss: 1.6499... Generator Loss: 0.3257
Epoch 2/2... Discriminator Loss: 0.8204... Generator Loss: 2.2571
Epoch 2/2... Discriminator Loss: 1.8087... Generator Loss: 0.3309
Epoch 2/2... Discriminator Loss: 1.3787... Generator Loss: 2.2167
Epoch 2/2... Discriminator Loss: 1.1537... Generator Loss: 0.6912
Epoch 2/2... Discriminator Loss: 0.9861... Generator Loss: 0.8218
Epoch 2/2... Discriminator Loss: 0.9229... Generator Loss: 1.6838
Epoch 2/2... Discriminator Loss: 1.3169... Generator Loss: 0.4507
Epoch 2/2... Discriminator Loss: 0.9542... Generator Loss: 1.1872
Epoch 2/2... Discriminator Loss: 0.9573... Generator Loss: 0.9441
Epoch 2/2... Discriminator Loss: 0.7495... Generator Loss: 1.1921
Epoch 2/2... Discriminator Loss: 0.8339... Generator Loss: 0.9715
Epoch 2/2... Discriminator Loss: 1.1221... Generator Loss: 0.7549
Epoch 2/2... Discriminator Loss: 1.4608... Generator Loss: 0.4108
Epoch 2/2... Discriminator Loss: 1.0534... Generator Loss: 2.1858
Epoch 2/2... Discriminator Loss: 1.5116... Generator Loss: 0.4242
Epoch 2/2... Discriminator Loss: 0.8848... Generator Loss: 1.6428
Epoch 2/2... Discriminator Loss: 1.0276... Generator Loss: 0.7411
Epoch 2/2... Discriminator Loss: 1.0874... Generator Loss: 0.8778
Epoch 2/2... Discriminator Loss: 0.9428... Generator Loss: 1.0435
Epoch 2/2... Discriminator Loss: 0.9036... Generator Loss: 0.9862
Epoch 2/2... Discriminator Loss: 1.0799... Generator Loss: 0.6629
Epoch 2/2... Discriminator Loss: 0.8780... Generator Loss: 0.8885
Epoch 2/2... Discriminator Loss: 0.8776... Generator Loss: 0.8321
Epoch 2/2... Discriminator Loss: 0.9189... Generator Loss: 0.8390
Epoch 2/2... Discriminator Loss: 1.0127... Generator Loss: 0.6696
Epoch 2/2... Discriminator Loss: 0.9868... Generator Loss: 0.7188
Epoch 2/2... Discriminator Loss: 0.8386... Generator Loss: 1.4815
Epoch 2/2... Discriminator Loss: 0.8733... Generator Loss: 0.8319
Epoch 2/2... Discriminator Loss: 1.1411... Generator Loss: 0.6223
Epoch 2/2... Discriminator Loss: 0.6726... Generator Loss: 1.6600
Epoch 2/2... Discriminator Loss: 1.0773... Generator Loss: 0.6821
Epoch 2/2... Discriminator Loss: 0.7517... Generator Loss: 1.0359
Epoch 2/2... Discriminator Loss: 0.9076... Generator Loss: 0.8131
Epoch 2/2... Discriminator Loss: 0.8596... Generator Loss: 0.9577
Epoch 2/2... Discriminator Loss: 0.8582... Generator Loss: 0.9156
Epoch 2/2... Discriminator Loss: 0.6116... Generator Loss: 1.7563
Epoch 2/2... Discriminator Loss: 1.8186... Generator Loss: 0.2826
Epoch 2/2... Discriminator Loss: 1.6403... Generator Loss: 2.6582
Epoch 2/2... Discriminator Loss: 1.5502... Generator Loss: 0.3653
Epoch 2/2... Discriminator Loss: 1.2663... Generator Loss: 2.3343
Epoch 2/2... Discriminator Loss: 1.4385... Generator Loss: 0.4039
Epoch 2/2... Discriminator Loss: 0.6550... Generator Loss: 1.6175
Epoch 2/2... Discriminator Loss: 1.0274... Generator Loss: 0.8190
Epoch 2/2... Discriminator Loss: 1.5302... Generator Loss: 0.3860
Epoch 2/2... Discriminator Loss: 1.7308... Generator Loss: 2.0415
Epoch 2/2... Discriminator Loss: 1.8304... Generator Loss: 0.4039
Epoch 2/2... Discriminator Loss: 1.2900... Generator Loss: 2.5169
Epoch 2/2... Discriminator Loss: 1.5351... Generator Loss: 0.4564
Epoch 2/2... Discriminator Loss: 1.0318... Generator Loss: 0.8159
Epoch 2/2... Discriminator Loss: 0.8840... Generator Loss: 1.5715
Epoch 2/2... Discriminator Loss: 0.8822... Generator Loss: 0.9769
Epoch 2/2... Discriminator Loss: 2.0479... Generator Loss: 0.2155
Epoch 2/2... Discriminator Loss: 1.0287... Generator Loss: 1.8023
Epoch 2/2... Discriminator Loss: 1.4984... Generator Loss: 0.3411
Epoch 2/2... Discriminator Loss: 1.5528... Generator Loss: 3.0380
Epoch 2/2... Discriminator Loss: 1.3924... Generator Loss: 0.3954
Epoch 2/2... Discriminator Loss: 0.8389... Generator Loss: 1.6081
Epoch 2/2... Discriminator Loss: 0.8774... Generator Loss: 0.9078
Epoch 2/2... Discriminator Loss: 1.3171... Generator Loss: 0.4544
Epoch 2/2... Discriminator Loss: 1.0321... Generator Loss: 1.8977
Epoch 2/2... Discriminator Loss: 1.0379... Generator Loss: 0.6956
Epoch 2/2... Discriminator Loss: 1.0541... Generator Loss: 0.8709
Epoch 2/2... Discriminator Loss: 0.9605... Generator Loss: 1.0299
Epoch 2/2... Discriminator Loss: 1.1263... Generator Loss: 0.6208
Epoch 2/2... Discriminator Loss: 1.0179... Generator Loss: 0.7698
Epoch 2/2... Discriminator Loss: 1.0665... Generator Loss: 0.6128
Epoch 2/2... Discriminator Loss: 0.8247... Generator Loss: 1.0244
Epoch 2/2... Discriminator Loss: 0.7496... Generator Loss: 1.2720
Epoch 2/2... Discriminator Loss: 1.2017... Generator Loss: 0.5107
Epoch 2/2... Discriminator Loss: 1.1134... Generator Loss: 1.8840
Epoch 2/2... Discriminator Loss: 1.8381... Generator Loss: 0.2500
Epoch 2/2... Discriminator Loss: 1.7597... Generator Loss: 3.1594
Epoch 2/2... Discriminator Loss: 2.3697... Generator Loss: 0.1513
Epoch 2/2... Discriminator Loss: 1.3827... Generator Loss: 3.1951
Epoch 2/2... Discriminator Loss: 1.3557... Generator Loss: 0.5212
Epoch 2/2... Discriminator Loss: 1.1224... Generator Loss: 0.6675
Epoch 2/2... Discriminator Loss: 1.0748... Generator Loss: 1.5143
Epoch 2/2... Discriminator Loss: 1.2745... Generator Loss: 0.7447
Epoch 2/2... Discriminator Loss: 1.1383... Generator Loss: 1.0028
Epoch 2/2... Discriminator Loss: 1.1431... Generator Loss: 0.6779
Epoch 2/2... Discriminator Loss: 0.9109... Generator Loss: 1.1078
Epoch 2/2... Discriminator Loss: 1.3092... Generator Loss: 0.5766
Epoch 2/2... Discriminator Loss: 1.0878... Generator Loss: 1.1788
Epoch 2/2... Discriminator Loss: 1.2241... Generator Loss: 0.6085
Epoch 2/2... Discriminator Loss: 1.0678... Generator Loss: 0.9730
Epoch 2/2... Discriminator Loss: 1.0178... Generator Loss: 1.1001
Epoch 2/2... Discriminator Loss: 1.2893... Generator Loss: 0.5312
Epoch 2/2... Discriminator Loss: 1.1720... Generator Loss: 0.9546
Epoch 2/2... Discriminator Loss: 1.0100... Generator Loss: 1.2642
Epoch 2/2... Discriminator Loss: 1.0220... Generator Loss: 0.7482
Epoch 2/2... Discriminator Loss: 1.0713... Generator Loss: 0.9683
Epoch 2/2... Discriminator Loss: 0.8405... Generator Loss: 1.0198
Epoch 2/2... Discriminator Loss: 1.0078... Generator Loss: 0.9074
Epoch 2/2... Discriminator Loss: 0.7928... Generator Loss: 1.1282
Epoch 2/2... Discriminator Loss: 0.8625... Generator Loss: 1.6272
Epoch 2/2... Discriminator Loss: 2.2438... Generator Loss: 0.2050
Epoch 2/2... Discriminator Loss: 1.2821... Generator Loss: 2.7533
Epoch 2/2... Discriminator Loss: 1.2663... Generator Loss: 0.6850
Epoch 2/2... Discriminator Loss: 1.0720... Generator Loss: 0.7965
Epoch 2/2... Discriminator Loss: 0.8083... Generator Loss: 1.3802
Epoch 2/2... Discriminator Loss: 1.0237... Generator Loss: 1.0451
Epoch 2/2... Discriminator Loss: 1.0964... Generator Loss: 0.7934
Epoch 2/2... Discriminator Loss: 1.2375... Generator Loss: 0.6261
Epoch 2/2... Discriminator Loss: 1.2926... Generator Loss: 1.2737
Epoch 2/2... Discriminator Loss: 1.0229... Generator Loss: 0.8105
Epoch 2/2... Discriminator Loss: 0.8501... Generator Loss: 0.9618
Epoch 2/2... Discriminator Loss: 0.7443... Generator Loss: 1.3001
Epoch 2/2... Discriminator Loss: 0.7298... Generator Loss: 1.3495
Epoch 2/2... Discriminator Loss: 1.7001... Generator Loss: 0.3388
Epoch 2/2... Discriminator Loss: 1.0785... Generator Loss: 1.9679
Epoch 2/2... Discriminator Loss: 0.9310... Generator Loss: 0.9566
Epoch 2/2... Discriminator Loss: 1.1019... Generator Loss: 0.6701
Epoch 2/2... Discriminator Loss: 1.0237... Generator Loss: 1.1386
Epoch 2/2... Discriminator Loss: 0.9864... Generator Loss: 0.9298
Epoch 2/2... Discriminator Loss: 0.8162... Generator Loss: 1.0445
Epoch 2/2... Discriminator Loss: 0.7333... Generator Loss: 1.4916
Epoch 2/2... Discriminator Loss: 1.4342... Generator Loss: 0.3770
Epoch 2/2... Discriminator Loss: 0.8448... Generator Loss: 2.5663
Epoch 2/2... Discriminator Loss: 0.8797... Generator Loss: 0.8858
Epoch 2/2... Discriminator Loss: 1.0341... Generator Loss: 0.6934
Epoch 2/2... Discriminator Loss: 0.8728... Generator Loss: 1.7775
Epoch 2/2... Discriminator Loss: 1.2742... Generator Loss: 0.4839
Epoch 2/2... Discriminator Loss: 0.7396... Generator Loss: 1.0597
Epoch 2/2... Discriminator Loss: 0.9673... Generator Loss: 0.9493
Epoch 2/2... Discriminator Loss: 1.1780... Generator Loss: 0.5681
Epoch 2/2... Discriminator Loss: 1.2341... Generator Loss: 0.5964
Epoch 2/2... Discriminator Loss: 0.7318... Generator Loss: 1.4706
Epoch 2/2... Discriminator Loss: 0.9937... Generator Loss: 0.7731
Epoch 2/2... Discriminator Loss: 1.7454... Generator Loss: 0.2802
Epoch 2/2... Discriminator Loss: 1.9557... Generator Loss: 2.3020
Epoch 2/2... Discriminator Loss: 1.7109... Generator Loss: 0.3454
Epoch 2/2... Discriminator Loss: 0.9031... Generator Loss: 1.9049
Epoch 2/2... Discriminator Loss: 0.7986... Generator Loss: 1.1068
Epoch 2/2... Discriminator Loss: 1.0305... Generator Loss: 0.8201
Epoch 2/2... Discriminator Loss: 1.0820... Generator Loss: 0.8939
Epoch 2/2... Discriminator Loss: 1.1227... Generator Loss: 0.7089
Epoch 2/2... Discriminator Loss: 0.8918... Generator Loss: 1.7900
Epoch 2/2... Discriminator Loss: 1.6238... Generator Loss: 0.3556
Epoch 2/2... Discriminator Loss: 0.7414... Generator Loss: 1.7341
Epoch 2/2... Discriminator Loss: 1.1800... Generator Loss: 0.6570
Epoch 2/2... Discriminator Loss: 0.9656... Generator Loss: 1.0577
Epoch 2/2... Discriminator Loss: 0.8470... Generator Loss: 1.7226
Epoch 2/2... Discriminator Loss: 1.4346... Generator Loss: 0.3974
Epoch 2/2... Discriminator Loss: 0.7871... Generator Loss: 1.8406
Epoch 2/2... Discriminator Loss: 0.7387... Generator Loss: 1.0746
Epoch 2/2... Discriminator Loss: 0.9534... Generator Loss: 0.8032
Epoch 2/2... Discriminator Loss: 0.7282... Generator Loss: 1.0580
Epoch 2/2... Discriminator Loss: 1.0342... Generator Loss: 0.7142
Epoch 2/2... Discriminator Loss: 0.9103... Generator Loss: 0.9500
Epoch 2/2... Discriminator Loss: 0.7351... Generator Loss: 1.2348
Epoch 2/2... Discriminator Loss: 0.9246... Generator Loss: 0.8256
Epoch 2/2... Discriminator Loss: 0.6561... Generator Loss: 1.8753
Epoch 2/2... Discriminator Loss: 1.8347... Generator Loss: 0.2396
Epoch 2/2... Discriminator Loss: 2.3795... Generator Loss: 4.9307
Epoch 2/2... Discriminator Loss: 1.9299... Generator Loss: 0.3102
Epoch 2/2... Discriminator Loss: 0.9841... Generator Loss: 2.1167
Epoch 2/2... Discriminator Loss: 0.9707... Generator Loss: 0.9980
Epoch 2/2... Discriminator Loss: 1.2643... Generator Loss: 0.4892
Epoch 2/2... Discriminator Loss: 1.0922... Generator Loss: 1.2762
Epoch 2/2... Discriminator Loss: 1.5072... Generator Loss: 0.4127
Epoch 2/2... Discriminator Loss: 1.0882... Generator Loss: 1.6960
Epoch 2/2... Discriminator Loss: 1.2026... Generator Loss: 0.5387
Epoch 2/2... Discriminator Loss: 0.9912... Generator Loss: 1.2992
Epoch 2/2... Discriminator Loss: 1.1490... Generator Loss: 0.6010
Epoch 2/2... Discriminator Loss: 0.8859... Generator Loss: 1.5799
Epoch 2/2... Discriminator Loss: 0.8797... Generator Loss: 0.9992
Epoch 2/2... Discriminator Loss: 1.1868... Generator Loss: 0.6232
Epoch 2/2... Discriminator Loss: 0.9584... Generator Loss: 1.2225
Epoch 2/2... Discriminator Loss: 1.3814... Generator Loss: 0.4504
Epoch 2/2... Discriminator Loss: 1.1058... Generator Loss: 1.1935
Epoch 2/2... Discriminator Loss: 1.5279... Generator Loss: 0.4210
Epoch 2/2... Discriminator Loss: 0.8699... Generator Loss: 1.5239
Epoch 2/2... Discriminator Loss: 0.9802... Generator Loss: 0.9417
Epoch 2/2... Discriminator Loss: 1.6881... Generator Loss: 0.2928
Epoch 2/2... Discriminator Loss: 1.1463... Generator Loss: 0.7786
Epoch 2/2... Discriminator Loss: 1.1109... Generator Loss: 0.9642
Epoch 2/2... Discriminator Loss: 1.0985... Generator Loss: 0.6709
Epoch 2/2... Discriminator Loss: 1.0186... Generator Loss: 0.9915
Epoch 2/2... Discriminator Loss: 1.0053... Generator Loss: 0.7435
Epoch 2/2... Discriminator Loss: 0.8437... Generator Loss: 0.9564
Epoch 2/2... Discriminator Loss: 1.0540... Generator Loss: 0.7007
Epoch 2/2... Discriminator Loss: 0.8618... Generator Loss: 1.0111
Epoch 2/2... Discriminator Loss: 1.0801... Generator Loss: 0.6527
Epoch 2/2... Discriminator Loss: 1.0111... Generator Loss: 0.8398
Epoch 2/2... Discriminator Loss: 1.1286... Generator Loss: 0.6025
Epoch 2/2... Discriminator Loss: 0.7403... Generator Loss: 1.3684
Epoch 2/2... Discriminator Loss: 1.2069... Generator Loss: 0.5862
Epoch 2/2... Discriminator Loss: 0.9536... Generator Loss: 0.9712
Epoch 2/2... Discriminator Loss: 0.8596... Generator Loss: 0.8868
Epoch 2/2... Discriminator Loss: 0.6716... Generator Loss: 1.1584
Epoch 2/2... Discriminator Loss: 0.4682... Generator Loss: 1.7982
Epoch 2/2... Discriminator Loss: 1.1741... Generator Loss: 0.5569
Epoch 2/2... Discriminator Loss: 0.3810... Generator Loss: 2.3252
Epoch 2/2... Discriminator Loss: 1.4862... Generator Loss: 0.4115
Epoch 2/2... Discriminator Loss: 0.6498... Generator Loss: 1.8415
Epoch 2/2... Discriminator Loss: 0.8471... Generator Loss: 0.8545
Epoch 2/2... Discriminator Loss: 0.5342... Generator Loss: 1.4519
Epoch 2/2... Discriminator Loss: 1.0152... Generator Loss: 0.7458
Epoch 2/2... Discriminator Loss: 0.8387... Generator Loss: 0.9125
Epoch 2/2... Discriminator Loss: 0.7012... Generator Loss: 1.1905
Epoch 2/2... Discriminator Loss: 1.3318... Generator Loss: 0.4369
Epoch 2/2... Discriminator Loss: 0.8679... Generator Loss: 1.0465
Epoch 2/2... Discriminator Loss: 0.5553... Generator Loss: 1.6459
Epoch 2/2... Discriminator Loss: 1.1267... Generator Loss: 0.5727
Epoch 2/2... Discriminator Loss: 0.8760... Generator Loss: 0.9863
Epoch 2/2... Discriminator Loss: 1.0085... Generator Loss: 0.7533
Epoch 2/2... Discriminator Loss: 0.8626... Generator Loss: 2.1140
Epoch 2/2... Discriminator Loss: 1.6596... Generator Loss: 0.3609
Epoch 2/2... Discriminator Loss: 0.9428... Generator Loss: 1.5046
Epoch 2/2... Discriminator Loss: 1.0765... Generator Loss: 0.6034
Epoch 2/2... Discriminator Loss: 0.9611... Generator Loss: 2.2638
Epoch 2/2... Discriminator Loss: 2.5115... Generator Loss: 0.1523
Epoch 2/2... Discriminator Loss: 0.9045... Generator Loss: 2.6851
Epoch 2/2... Discriminator Loss: 1.3130... Generator Loss: 0.6633
Epoch 2/2... Discriminator Loss: 0.8805... Generator Loss: 0.9245
Epoch 2/2... Discriminator Loss: 1.0692... Generator Loss: 1.0807
Epoch 2/2... Discriminator Loss: 1.6624... Generator Loss: 0.3190
Epoch 2/2... Discriminator Loss: 1.7294... Generator Loss: 1.6115
Epoch 2/2... Discriminator Loss: 1.1112... Generator Loss: 0.5981
Epoch 2/2... Discriminator Loss: 0.7492... Generator Loss: 1.8478
Epoch 2/2... Discriminator Loss: 1.4218... Generator Loss: 0.4228
Epoch 2/2... Discriminator Loss: 1.3563... Generator Loss: 2.2514
Epoch 2/2... Discriminator Loss: 1.1656... Generator Loss: 0.6505
Epoch 2/2... Discriminator Loss: 0.8285... Generator Loss: 0.9685
Epoch 2/2... Discriminator Loss: 0.9517... Generator Loss: 1.4875
Epoch 2/2... Discriminator Loss: 1.4032... Generator Loss: 0.4555
Epoch 2/2... Discriminator Loss: 1.2481... Generator Loss: 1.1339
Epoch 2/2... Discriminator Loss: 1.1243... Generator Loss: 0.6891
Epoch 2/2... Discriminator Loss: 1.7403... Generator Loss: 0.3047
Epoch 2/2... Discriminator Loss: 1.0114... Generator Loss: 1.8664
Epoch 2/2... Discriminator Loss: 0.9316... Generator Loss: 0.8513
Epoch 2/2... Discriminator Loss: 0.9792... Generator Loss: 0.7359
Epoch 2/2... Discriminator Loss: 0.6712... Generator Loss: 1.2340
Epoch 2/2... Discriminator Loss: 1.4450... Generator Loss: 0.4522
Epoch 2/2... Discriminator Loss: 0.7517... Generator Loss: 2.3138
Epoch 2/2... Discriminator Loss: 2.1598... Generator Loss: 0.2184
Epoch 2/2... Discriminator Loss: 1.5338... Generator Loss: 2.9016
Epoch 2/2... Discriminator Loss: 1.3945... Generator Loss: 0.6325
Epoch 2/2... Discriminator Loss: 0.9433... Generator Loss: 1.0158
Epoch 2/2... Discriminator Loss: 1.1391... Generator Loss: 1.3694
Epoch 2/2... Discriminator Loss: 1.4080... Generator Loss: 0.4445
Epoch 2/2... Discriminator Loss: 0.8736... Generator Loss: 1.7956
Epoch 2/2... Discriminator Loss: 1.2054... Generator Loss: 0.6325
Epoch 2/2... Discriminator Loss: 1.2494... Generator Loss: 0.6548
Epoch 2/2... Discriminator Loss: 1.1051... Generator Loss: 1.8252
Epoch 2/2... Discriminator Loss: 1.4721... Generator Loss: 0.3993
Epoch 2/2... Discriminator Loss: 0.8308... Generator Loss: 1.4241
Epoch 2/2... Discriminator Loss: 1.0136... Generator Loss: 0.7773
Epoch 2/2... Discriminator Loss: 0.9770... Generator Loss: 0.9452
Epoch 2/2... Discriminator Loss: 0.8525... Generator Loss: 0.9956
Epoch 2/2... Discriminator Loss: 1.2509... Generator Loss: 0.5008
Epoch 2/2... Discriminator Loss: 0.8286... Generator Loss: 1.2397
Epoch 2/2... Discriminator Loss: 1.2595... Generator Loss: 0.4972
Epoch 2/2... Discriminator Loss: 0.7030... Generator Loss: 1.7450
Epoch 2/2... Discriminator Loss: 1.3278... Generator Loss: 0.5098
Epoch 2/2... Discriminator Loss: 1.8849... Generator Loss: 0.2851
Epoch 2/2... Discriminator Loss: 2.2086... Generator Loss: 3.6111
Epoch 2/2... Discriminator Loss: 1.2413... Generator Loss: 0.5374
Epoch 2/2... Discriminator Loss: 1.0948... Generator Loss: 1.1863
Epoch 2/2... Discriminator Loss: 0.9118... Generator Loss: 0.9846
Epoch 2/2... Discriminator Loss: 1.2320... Generator Loss: 0.5548
Epoch 2/2... Discriminator Loss: 0.8263... Generator Loss: 1.8711
Epoch 2/2... Discriminator Loss: 1.1539... Generator Loss: 0.6386
Epoch 2/2... Discriminator Loss: 0.9696... Generator Loss: 1.3084
Epoch 2/2... Discriminator Loss: 1.4448... Generator Loss: 0.4650
Epoch 2/2... Discriminator Loss: 1.0764... Generator Loss: 1.7210
Epoch 2/2... Discriminator Loss: 1.1656... Generator Loss: 0.6773
Epoch 2/2... Discriminator Loss: 1.3320... Generator Loss: 0.5388
Epoch 2/2... Discriminator Loss: 1.0466... Generator Loss: 1.4791
Epoch 2/2... Discriminator Loss: 0.9805... Generator Loss: 0.8019
Epoch 2/2... Discriminator Loss: 0.9457... Generator Loss: 0.8834
Epoch 2/2... Discriminator Loss: 0.7706... Generator Loss: 1.1793
Epoch 2/2... Discriminator Loss: 0.8275... Generator Loss: 1.0063
Epoch 2/2... Discriminator Loss: 1.0390... Generator Loss: 0.7100
Epoch 2/2... Discriminator Loss: 0.8753... Generator Loss: 1.5509
Epoch 2/2... Discriminator Loss: 2.3670... Generator Loss: 0.1662
Epoch 2/2... Discriminator Loss: 1.5816... Generator Loss: 2.4346
Epoch 2/2... Discriminator Loss: 1.2716... Generator Loss: 0.5529
Epoch 2/2... Discriminator Loss: 1.0280... Generator Loss: 0.7879
Epoch 2/2... Discriminator Loss: 0.8500... Generator Loss: 1.2796
Epoch 2/2... Discriminator Loss: 0.8966... Generator Loss: 0.8453
Epoch 2/2... Discriminator Loss: 0.8611... Generator Loss: 0.7875
Epoch 2/2... Discriminator Loss: 0.7701... Generator Loss: 1.2273
Epoch 2/2... Discriminator Loss: 1.1552... Generator Loss: 0.5299
Epoch 2/2... Discriminator Loss: 0.7948... Generator Loss: 1.0174
Epoch 2/2... Discriminator Loss: 0.8562... Generator Loss: 1.0601
Epoch 2/2... Discriminator Loss: 0.9372... Generator Loss: 0.8282
Epoch 2/2... Discriminator Loss: 0.8202... Generator Loss: 1.3868
Epoch 2/2... Discriminator Loss: 1.7190... Generator Loss: 0.3402
Epoch 2/2... Discriminator Loss: 0.8978... Generator Loss: 1.2448
Epoch 2/2... Discriminator Loss: 1.3743... Generator Loss: 0.4812
Epoch 2/2... Discriminator Loss: 1.5457... Generator Loss: 0.3682
Epoch 2/2... Discriminator Loss: 1.0890... Generator Loss: 2.6729
Epoch 2/2... Discriminator Loss: 1.1793... Generator Loss: 0.5849
Epoch 2/2... Discriminator Loss: 0.9738... Generator Loss: 1.2442
Epoch 2/2... Discriminator Loss: 1.1893... Generator Loss: 0.5959
Epoch 2/2... Discriminator Loss: 0.8453... Generator Loss: 1.1081
Epoch 2/2... Discriminator Loss: 1.1031... Generator Loss: 0.6618
Epoch 2/2... Discriminator Loss: 0.9141... Generator Loss: 1.5476
Epoch 2/2... Discriminator Loss: 1.4612... Generator Loss: 0.4181
Epoch 2/2... Discriminator Loss: 1.0228... Generator Loss: 1.7909
Epoch 2/2... Discriminator Loss: 1.3564... Generator Loss: 0.5452
Epoch 2/2... Discriminator Loss: 1.1408... Generator Loss: 0.9322
Epoch 2/2... Discriminator Loss: 1.1449... Generator Loss: 0.5877
Epoch 2/2... Discriminator Loss: 0.8749... Generator Loss: 1.5127
Epoch 2/2... Discriminator Loss: 0.8948... Generator Loss: 0.8074
Epoch 2/2... Discriminator Loss: 0.8525... Generator Loss: 0.8234
Epoch 2/2... Discriminator Loss: 0.7430... Generator Loss: 1.2587
Epoch 2/2... Discriminator Loss: 0.7842... Generator Loss: 1.0246
Epoch 2/2... Discriminator Loss: 0.6693... Generator Loss: 1.3990
Epoch 2/2... Discriminator Loss: 1.3604... Generator Loss: 0.4903
Epoch 2/2... Discriminator Loss: 0.6142... Generator Loss: 1.4200
Epoch 2/2... Discriminator Loss: 1.1337... Generator Loss: 0.7314
Epoch 2/2... Discriminator Loss: 1.1213... Generator Loss: 0.6689
Epoch 2/2... Discriminator Loss: 1.1281... Generator Loss: 0.6710
Epoch 2/2... Discriminator Loss: 0.7885... Generator Loss: 1.1289
Epoch 2/2... Discriminator Loss: 1.3661... Generator Loss: 0.4542
Epoch 2/2... Discriminator Loss: 0.8359... Generator Loss: 0.8439
Epoch 2/2... Discriminator Loss: 0.6133... Generator Loss: 1.1532
Epoch 2/2... Discriminator Loss: 0.7778... Generator Loss: 0.9348
Epoch 2/2... Discriminator Loss: 2.5058... Generator Loss: 0.1361
Epoch 2/2... Discriminator Loss: 1.8420... Generator Loss: 3.4650
Epoch 2/2... Discriminator Loss: 1.2536... Generator Loss: 0.6216
Epoch 2/2... Discriminator Loss: 0.8356... Generator Loss: 0.9046
Epoch 2/2... Discriminator Loss: 0.6537... Generator Loss: 1.3750
Epoch 2/2... Discriminator Loss: 1.1660... Generator Loss: 0.6024
Epoch 2/2... Discriminator Loss: 0.9890... Generator Loss: 0.8345
Epoch 2/2... Discriminator Loss: 0.9508... Generator Loss: 0.7763
Epoch 2/2... Discriminator Loss: 0.8702... Generator Loss: 0.9359
Epoch 2/2... Discriminator Loss: 1.0044... Generator Loss: 0.7011
Epoch 2/2... Discriminator Loss: 1.2016... Generator Loss: 0.5948
Epoch 2/2... Discriminator Loss: 1.5398... Generator Loss: 0.3824
Epoch 2/2... Discriminator Loss: 0.7901... Generator Loss: 2.2186
Epoch 2/2... Discriminator Loss: 2.0250... Generator Loss: 0.2292
Epoch 2/2... Discriminator Loss: 0.7246... Generator Loss: 1.7102
Epoch 2/2... Discriminator Loss: 1.1760... Generator Loss: 0.5247
Epoch 2/2... Discriminator Loss: 0.5932... Generator Loss: 2.8782
Epoch 2/2... Discriminator Loss: 0.5907... Generator Loss: 1.2458
Epoch 2/2... Discriminator Loss: 0.4200... Generator Loss: 1.5833
Epoch 2/2... Discriminator Loss: 0.7520... Generator Loss: 0.9135
Epoch 2/2... Discriminator Loss: 0.7876... Generator Loss: 2.1411
Epoch 2/2... Discriminator Loss: 1.7572... Generator Loss: 0.3088
Epoch 2/2... Discriminator Loss: 1.7273... Generator Loss: 3.8219
Epoch 2/2... Discriminator Loss: 1.5122... Generator Loss: 0.5082
Epoch 2/2... Discriminator Loss: 0.7288... Generator Loss: 1.8000
Epoch 2/2... Discriminator Loss: 0.9762... Generator Loss: 1.0376
Epoch 2/2... Discriminator Loss: 0.9549... Generator Loss: 0.8478
Epoch 2/2... Discriminator Loss: 0.6625... Generator Loss: 1.3506
Epoch 2/2... Discriminator Loss: 0.9015... Generator Loss: 1.6085
Epoch 2/2... Discriminator Loss: 1.2925... Generator Loss: 0.4906
Epoch 2/2... Discriminator Loss: 0.7425... Generator Loss: 1.2494
Epoch 2/2... Discriminator Loss: 0.7482... Generator Loss: 1.4170
Epoch 2/2... Discriminator Loss: 1.2469... Generator Loss: 0.5550
Epoch 2/2... Discriminator Loss: 0.7325... Generator Loss: 1.5987
Epoch 2/2... Discriminator Loss: 1.8383... Generator Loss: 0.2845
Epoch 2/2... Discriminator Loss: 1.3744... Generator Loss: 3.4364
Epoch 2/2... Discriminator Loss: 2.0516... Generator Loss: 0.3017
Epoch 2/2... Discriminator Loss: 0.6416... Generator Loss: 2.3714
Epoch 2/2... Discriminator Loss: 0.9367... Generator Loss: 0.7624
Epoch 2/2... Discriminator Loss: 0.6560... Generator Loss: 1.1932
Epoch 2/2... Discriminator Loss: 0.6125... Generator Loss: 1.6186
Epoch 2/2... Discriminator Loss: 1.5672... Generator Loss: 0.3874
Epoch 2/2... Discriminator Loss: 0.7201... Generator Loss: 1.1318
Epoch 2/2... Discriminator Loss: 1.0838... Generator Loss: 0.7531
Epoch 2/2... Discriminator Loss: 0.8242... Generator Loss: 1.0584
Epoch 2/2... Discriminator Loss: 1.2566... Generator Loss: 0.5501
Epoch 2/2... Discriminator Loss: 0.6158... Generator Loss: 1.2244
Epoch 2/2... Discriminator Loss: 1.4829... Generator Loss: 0.4418
Epoch 2/2... Discriminator Loss: 1.0596... Generator Loss: 0.7883
Epoch 2/2... Discriminator Loss: 0.8295... Generator Loss: 1.0005
Epoch 2/2... Discriminator Loss: 2.3983... Generator Loss: 0.1642
Epoch 2/2... Discriminator Loss: 1.5118... Generator Loss: 4.0052
Epoch 2/2... Discriminator Loss: 2.5677... Generator Loss: 0.1988
Epoch 2/2... Discriminator Loss: 1.4200... Generator Loss: 3.2297
Epoch 2/2... Discriminator Loss: 1.5964... Generator Loss: 0.4474
Epoch 2/2... Discriminator Loss: 0.7957... Generator Loss: 1.0980
Epoch 2/2... Discriminator Loss: 0.7610... Generator Loss: 1.5010
Epoch 2/2... Discriminator Loss: 1.2830... Generator Loss: 0.5347
Epoch 2/2... Discriminator Loss: 0.7192... Generator Loss: 1.3833
Epoch 2/2... Discriminator Loss: 1.5513... Generator Loss: 0.4371
Epoch 2/2... Discriminator Loss: 1.0271... Generator Loss: 0.8757
Epoch 2/2... Discriminator Loss: 1.2970... Generator Loss: 0.6294
Epoch 2/2... Discriminator Loss: 1.2191... Generator Loss: 0.5834
Epoch 2/2... Discriminator Loss: 0.8120... Generator Loss: 2.3675
Epoch 2/2... Discriminator Loss: 1.3941... Generator Loss: 0.5363
Epoch 2/2... Discriminator Loss: 0.9524... Generator Loss: 1.4134
Epoch 2/2... Discriminator Loss: 0.8516... Generator Loss: 0.9568
Epoch 2/2... Discriminator Loss: 1.1979... Generator Loss: 0.5628
Epoch 2/2... Discriminator Loss: 0.9702... Generator Loss: 0.7689
Epoch 2/2... Discriminator Loss: 0.9197... Generator Loss: 0.9765
Epoch 2/2... Discriminator Loss: 0.7244... Generator Loss: 1.1165
Epoch 2/2... Discriminator Loss: 0.9277... Generator Loss: 0.8157
Epoch 2/2... Discriminator Loss: 0.9152... Generator Loss: 0.8482
Epoch 2/2... Discriminator Loss: 0.7965... Generator Loss: 0.9356
Epoch 2/2... Discriminator Loss: 0.8601... Generator Loss: 0.9640
Epoch 2/2... Discriminator Loss: 1.1805... Generator Loss: 0.6436
Epoch 2/2... Discriminator Loss: 1.7216... Generator Loss: 0.3024
Epoch 2/2... Discriminator Loss: 1.6405... Generator Loss: 2.6738
Epoch 2/2... Discriminator Loss: 1.0242... Generator Loss: 0.8739
Epoch 2/2... Discriminator Loss: 0.9484... Generator Loss: 1.0925
Epoch 2/2... Discriminator Loss: 0.8542... Generator Loss: 0.9661
Epoch 2/2... Discriminator Loss: 0.6978... Generator Loss: 1.5130
Epoch 2/2... Discriminator Loss: 0.8309... Generator Loss: 0.9908
Epoch 2/2... Discriminator Loss: 1.0444... Generator Loss: 0.8937
Epoch 2/2... Discriminator Loss: 1.3003... Generator Loss: 0.5019
Epoch 2/2... Discriminator Loss: 1.4399... Generator Loss: 2.1043
Epoch 2/2... Discriminator Loss: 1.4723... Generator Loss: 0.5637
Epoch 2/2... Discriminator Loss: 1.1553... Generator Loss: 0.9623
Epoch 2/2... Discriminator Loss: 1.0008... Generator Loss: 1.0748
Epoch 2/2... Discriminator Loss: 1.1870... Generator Loss: 0.6460
Epoch 2/2... Discriminator Loss: 1.0400... Generator Loss: 0.8811
Epoch 2/2... Discriminator Loss: 0.7948... Generator Loss: 1.2384
Epoch 2/2... Discriminator Loss: 1.3794... Generator Loss: 0.4594
Epoch 2/2... Discriminator Loss: 0.9169... Generator Loss: 2.1825
Epoch 2/2... Discriminator Loss: 1.4372... Generator Loss: 0.4207
Epoch 2/2... Discriminator Loss: 0.9385... Generator Loss: 2.0854
Epoch 2/2... Discriminator Loss: 1.4955... Generator Loss: 0.3703
Epoch 2/2... Discriminator Loss: 0.6263... Generator Loss: 1.7547
Epoch 2/2... Discriminator Loss: 1.1165... Generator Loss: 0.6435
Epoch 2/2... Discriminator Loss: 1.0624... Generator Loss: 0.7127
Epoch 2/2... Discriminator Loss: 0.8624... Generator Loss: 1.5237
Epoch 2/2... Discriminator Loss: 0.9359... Generator Loss: 0.8343
Epoch 2/2... Discriminator Loss: 1.0917... Generator Loss: 0.6289
Epoch 2/2... Discriminator Loss: 1.0461... Generator Loss: 0.8874
Epoch 2/2... Discriminator Loss: 1.1923... Generator Loss: 0.6092
Epoch 2/2... Discriminator Loss: 1.1415... Generator Loss: 0.6444
Epoch 2/2... Discriminator Loss: 1.1210... Generator Loss: 0.7011
Epoch 2/2... Discriminator Loss: 0.6624... Generator Loss: 1.8579
Epoch 2/2... Discriminator Loss: 2.0510... Generator Loss: 0.2108
Epoch 2/2... Discriminator Loss: 0.7306... Generator Loss: 2.4411
Epoch 2/2... Discriminator Loss: 1.1376... Generator Loss: 0.6470
Epoch 2/2... Discriminator Loss: 0.6393... Generator Loss: 1.6273
Epoch 2/2... Discriminator Loss: 0.9897... Generator Loss: 0.7529
Epoch 2/2... Discriminator Loss: 0.5823... Generator Loss: 1.3894
Epoch 2/2... Discriminator Loss: 1.0015... Generator Loss: 0.8036
Epoch 2/2... Discriminator Loss: 0.6382... Generator Loss: 1.5469
Epoch 2/2... Discriminator Loss: 1.0902... Generator Loss: 0.7148
Epoch 2/2... Discriminator Loss: 0.7227... Generator Loss: 0.9791
Epoch 2/2... Discriminator Loss: 1.0969... Generator Loss: 0.7200
Epoch 2/2... Discriminator Loss: 0.6768... Generator Loss: 1.8340
Epoch 2/2... Discriminator Loss: 1.0894... Generator Loss: 0.7281
Epoch 2/2... Discriminator Loss: 0.9550... Generator Loss: 0.8111
Epoch 2/2... Discriminator Loss: 0.6860... Generator Loss: 1.1594
Epoch 2/2... Discriminator Loss: 1.7877... Generator Loss: 0.2692
Epoch 2/2... Discriminator Loss: 0.5234... Generator Loss: 2.2827
Epoch 2/2... Discriminator Loss: 0.5074... Generator Loss: 1.4110
Epoch 2/2... Discriminator Loss: 1.4921... Generator Loss: 0.3971
Epoch 2/2... Discriminator Loss: 1.1420... Generator Loss: 0.6021
Epoch 2/2... Discriminator Loss: 1.1379... Generator Loss: 2.1411
Epoch 2/2... Discriminator Loss: 2.1903... Generator Loss: 0.2567
Epoch 2/2... Discriminator Loss: 2.0660... Generator Loss: 3.6310
Epoch 2/2... Discriminator Loss: 1.7881... Generator Loss: 0.4446
Epoch 2/2... Discriminator Loss: 0.7968... Generator Loss: 1.6540
Epoch 2/2... Discriminator Loss: 1.1564... Generator Loss: 1.7744
Epoch 2/2... Discriminator Loss: 1.6220... Generator Loss: 0.3247
Epoch 2/2... Discriminator Loss: 1.1177... Generator Loss: 1.7771
Epoch 2/2... Discriminator Loss: 0.8709... Generator Loss: 1.4404
Epoch 2/2... Discriminator Loss: 1.3479... Generator Loss: 0.5199
Epoch 2/2... Discriminator Loss: 0.9755... Generator Loss: 2.3558
Epoch 2/2... Discriminator Loss: 1.3562... Generator Loss: 0.5030
Epoch 2/2... Discriminator Loss: 0.6926... Generator Loss: 1.4339
Epoch 2/2... Discriminator Loss: 1.4997... Generator Loss: 0.4382
Epoch 2/2... Discriminator Loss: 0.8616... Generator Loss: 1.5675
Epoch 2/2... Discriminator Loss: 1.0494... Generator Loss: 0.7186
Epoch 2/2... Discriminator Loss: 0.9623... Generator Loss: 1.5306
Epoch 2/2... Discriminator Loss: 1.4256... Generator Loss: 0.4016
Epoch 2/2... Discriminator Loss: 1.1767... Generator Loss: 0.6834
Epoch 2/2... Discriminator Loss: 1.1303... Generator Loss: 2.2565
Epoch 2/2... Discriminator Loss: 1.7158... Generator Loss: 0.3164
Epoch 2/2... Discriminator Loss: 0.8400... Generator Loss: 2.9293
Epoch 2/2... Discriminator Loss: 1.2138... Generator Loss: 0.5370
Epoch 2/2... Discriminator Loss: 0.7300... Generator Loss: 1.1478
Epoch 2/2... Discriminator Loss: 0.6579... Generator Loss: 1.7734
Epoch 2/2... Discriminator Loss: 1.3874... Generator Loss: 0.4524
Epoch 2/2... Discriminator Loss: 1.0035... Generator Loss: 0.8574
Epoch 2/2... Discriminator Loss: 1.2628... Generator Loss: 0.5208
Epoch 2/2... Discriminator Loss: 0.9255... Generator Loss: 1.9081
Epoch 2/2... Discriminator Loss: 2.5489... Generator Loss: 0.1285
Epoch 2/2... Discriminator Loss: 0.9537... Generator Loss: 2.4289
Epoch 2/2... Discriminator Loss: 1.3242... Generator Loss: 0.5227
Epoch 2/2... Discriminator Loss: 0.9111... Generator Loss: 0.8147
Epoch 2/2... Discriminator Loss: 0.9292... Generator Loss: 1.1233
Epoch 2/2... Discriminator Loss: 0.7071... Generator Loss: 1.0843
Epoch 2/2... Discriminator Loss: 1.5417... Generator Loss: 0.4423
Epoch 2/2... Discriminator Loss: 0.9649... Generator Loss: 2.3032
Epoch 2/2... Discriminator Loss: 0.9932... Generator Loss: 0.8051
Epoch 2/2... Discriminator Loss: 0.9407... Generator Loss: 0.7391
Epoch 2/2... Discriminator Loss: 0.6263... Generator Loss: 1.4823
Epoch 2/2... Discriminator Loss: 1.4354... Generator Loss: 0.5146
Epoch 2/2... Discriminator Loss: 0.4305... Generator Loss: 2.2614
Epoch 2/2... Discriminator Loss: 0.8082... Generator Loss: 0.9419
Epoch 2/2... Discriminator Loss: 1.7253... Generator Loss: 0.3654
Epoch 2/2... Discriminator Loss: 0.7020... Generator Loss: 1.8371
Epoch 2/2... Discriminator Loss: 1.2112... Generator Loss: 0.5172
Epoch 2/2... Discriminator Loss: 1.0983... Generator Loss: 2.9333
Epoch 2/2... Discriminator Loss: 1.2862... Generator Loss: 0.5507
Epoch 2/2... Discriminator Loss: 1.0121... Generator Loss: 1.6180
Epoch 2/2... Discriminator Loss: 2.2365... Generator Loss: 0.2580
Epoch 2/2... Discriminator Loss: 1.2536... Generator Loss: 3.2569
Epoch 2/2... Discriminator Loss: 0.9275... Generator Loss: 0.8381
Epoch 2/2... Discriminator Loss: 0.8106... Generator Loss: 1.0856
Epoch 2/2... Discriminator Loss: 0.9989... Generator Loss: 1.7589
Epoch 2/2... Discriminator Loss: 1.0635... Generator Loss: 0.6998
Epoch 2/2... Discriminator Loss: 0.9404... Generator Loss: 1.0477
Epoch 2/2... Discriminator Loss: 0.8402... Generator Loss: 1.0759
Epoch 2/2... Discriminator Loss: 0.7659... Generator Loss: 1.1426
Epoch 2/2... Discriminator Loss: 0.9960... Generator Loss: 0.7740
Epoch 2/2... Discriminator Loss: 0.7639... Generator Loss: 1.0502
Epoch 2/2... Discriminator Loss: 0.7667... Generator Loss: 1.4191
Epoch 2/2... Discriminator Loss: 1.4372... Generator Loss: 0.4812
Epoch 2/2... Discriminator Loss: 0.8557... Generator Loss: 1.6831
Epoch 2/2... Discriminator Loss: 0.8714... Generator Loss: 0.9278
Epoch 2/2... Discriminator Loss: 1.2977... Generator Loss: 0.5714
Epoch 2/2... Discriminator Loss: 0.7770... Generator Loss: 1.1118
Epoch 2/2... Discriminator Loss: 1.2401... Generator Loss: 0.5045
Epoch 2/2... Discriminator Loss: 0.7161... Generator Loss: 1.8557
Epoch 2/2... Discriminator Loss: 0.8636... Generator Loss: 0.9979
Epoch 2/2... Discriminator Loss: 1.8163... Generator Loss: 0.3268
Epoch 2/2... Discriminator Loss: 0.8160... Generator Loss: 2.2241
Epoch 2/2... Discriminator Loss: 0.8058... Generator Loss: 1.3937
Epoch 2/2... Discriminator Loss: 0.7747... Generator Loss: 1.0638
Epoch 2/2... Discriminator Loss: 1.1304... Generator Loss: 0.6992
Epoch 2/2... Discriminator Loss: 1.0602... Generator Loss: 1.3658
Epoch 2/2... Discriminator Loss: 1.5071... Generator Loss: 0.3815
Epoch 2/2... Discriminator Loss: 0.7938... Generator Loss: 1.9264
Epoch 2/2... Discriminator Loss: 1.0490... Generator Loss: 0.6894
Epoch 2/2... Discriminator Loss: 1.0858... Generator Loss: 0.6664
Epoch 2/2... Discriminator Loss: 0.8179... Generator Loss: 1.9083
Epoch 2/2... Discriminator Loss: 1.4877... Generator Loss: 0.3879
Epoch 2/2... Discriminator Loss: 1.2820... Generator Loss: 0.5340
Epoch 2/2... Discriminator Loss: 1.0795... Generator Loss: 0.8638
Epoch 2/2... Discriminator Loss: 0.9092... Generator Loss: 0.8361
Epoch 2/2... Discriminator Loss: 0.9984... Generator Loss: 0.8608
Epoch 2/2... Discriminator Loss: 1.5756... Generator Loss: 0.3515
Epoch 2/2... Discriminator Loss: 0.9323... Generator Loss: 1.1340
Epoch 2/2... Discriminator Loss: 1.2254... Generator Loss: 0.6430
Epoch 2/2... Discriminator Loss: 1.3415... Generator Loss: 0.4747
Epoch 2/2... Discriminator Loss: 1.1336... Generator Loss: 0.8217
Epoch 2/2... Discriminator Loss: 1.1494... Generator Loss: 0.6118
Epoch 2/2... Discriminator Loss: 0.9568... Generator Loss: 0.9405
Epoch 2/2... Discriminator Loss: 0.7550... Generator Loss: 1.1905
Epoch 2/2... Discriminator Loss: 1.1365... Generator Loss: 0.5957
Epoch 2/2... Discriminator Loss: 0.5766... Generator Loss: 1.9423
Epoch 2/2... Discriminator Loss: 1.2570... Generator Loss: 0.5459
Epoch 2/2... Discriminator Loss: 0.6605... Generator Loss: 1.3508
Epoch 2/2... Discriminator Loss: 0.7834... Generator Loss: 0.9577
Epoch 2/2... Discriminator Loss: 1.5820... Generator Loss: 0.3536
Epoch 2/2... Discriminator Loss: 0.6180... Generator Loss: 1.8425
Epoch 2/2... Discriminator Loss: 0.9606... Generator Loss: 0.7341
Epoch 2/2... Discriminator Loss: 0.7784... Generator Loss: 0.9149
Epoch 2/2... Discriminator Loss: 0.6686... Generator Loss: 1.2143
Epoch 2/2... Discriminator Loss: 1.8380... Generator Loss: 0.3014
Epoch 2/2... Discriminator Loss: 1.1243... Generator Loss: 2.1673
Epoch 2/2... Discriminator Loss: 2.4240... Generator Loss: 0.2272
Epoch 2/2... Discriminator Loss: 0.9317... Generator Loss: 2.3752
Epoch 2/2... Discriminator Loss: 0.7854... Generator Loss: 1.1177
Epoch 2/2... Discriminator Loss: 1.1718... Generator Loss: 0.6402
Epoch 2/2... Discriminator Loss: 1.1103... Generator Loss: 2.5132
Epoch 2/2... Discriminator Loss: 1.7622... Generator Loss: 0.3790
Epoch 2/2... Discriminator Loss: 0.7811... Generator Loss: 1.2054
Epoch 2/2... Discriminator Loss: 0.6592... Generator Loss: 1.9954
Epoch 2/2... Discriminator Loss: 1.7335... Generator Loss: 0.3897
Epoch 2/2... Discriminator Loss: 0.7749... Generator Loss: 2.0356
Epoch 2/2... Discriminator Loss: 2.2657... Generator Loss: 0.2079
Epoch 2/2... Discriminator Loss: 1.3322... Generator Loss: 3.2584
Epoch 2/2... Discriminator Loss: 1.3428... Generator Loss: 0.5847
Epoch 2/2... Discriminator Loss: 0.8704... Generator Loss: 0.8902
Epoch 2/2... Discriminator Loss: 1.0007... Generator Loss: 0.7544
Epoch 2/2... Discriminator Loss: 1.0730... Generator Loss: 0.6292
Epoch 2/2... Discriminator Loss: 0.6903... Generator Loss: 1.8127
Epoch 2/2... Discriminator Loss: 1.1148... Generator Loss: 0.6593
Epoch 2/2... Discriminator Loss: 0.5049... Generator Loss: 1.6057
Epoch 2/2... Discriminator Loss: 0.7315... Generator Loss: 1.0997
Epoch 2/2... Discriminator Loss: 0.5620... Generator Loss: 1.2355
Epoch 2/2... Discriminator Loss: 0.7430... Generator Loss: 0.9086
Epoch 2/2... Discriminator Loss: 0.9507... Generator Loss: 0.7554
Epoch 2/2... Discriminator Loss: 0.5158... Generator Loss: 1.8037
Epoch 2/2... Discriminator Loss: 1.6751... Generator Loss: 0.2897
Epoch 2/2... Discriminator Loss: 0.8647... Generator Loss: 2.2159
Epoch 2/2... Discriminator Loss: 1.0149... Generator Loss: 0.8532
Epoch 2/2... Discriminator Loss: 0.9629... Generator Loss: 1.0353
Epoch 2/2... Discriminator Loss: 1.0456... Generator Loss: 0.7550
Epoch 2/2... Discriminator Loss: 0.8812... Generator Loss: 1.5264
Epoch 2/2... Discriminator Loss: 1.3107... Generator Loss: 0.4378
Epoch 2/2... Discriminator Loss: 0.5646... Generator Loss: 2.1198
Epoch 2/2... Discriminator Loss: 0.8296... Generator Loss: 0.9638
Epoch 2/2... Discriminator Loss: 0.5176... Generator Loss: 1.5810
Epoch 2/2... Discriminator Loss: 2.5781... Generator Loss: 0.1222
Epoch 2/2... Discriminator Loss: 2.3563... Generator Loss: 5.0515
Epoch 2/2... Discriminator Loss: 1.5829... Generator Loss: 0.5522
Epoch 2/2... Discriminator Loss: 1.0753... Generator Loss: 0.9434
Epoch 2/2... Discriminator Loss: 1.0305... Generator Loss: 1.2923
Epoch 2/2... Discriminator Loss: 0.8759... Generator Loss: 0.8901
Epoch 2/2... Discriminator Loss: 0.4668... Generator Loss: 1.7946
Epoch 2/2... Discriminator Loss: 1.8173... Generator Loss: 0.3071
Epoch 2/2... Discriminator Loss: 0.7330... Generator Loss: 1.6620
Epoch 2/2... Discriminator Loss: 0.5487... Generator Loss: 1.8952
Epoch 2/2... Discriminator Loss: 0.9795... Generator Loss: 0.9070
Epoch 2/2... Discriminator Loss: 0.6064... Generator Loss: 1.2402
Epoch 2/2... Discriminator Loss: 0.6750... Generator Loss: 1.0540
Epoch 2/2... Discriminator Loss: 0.7249... Generator Loss: 1.0420
Epoch 2/2... Discriminator Loss: 0.8973... Generator Loss: 0.8519
Epoch 2/2... Discriminator Loss: 0.7100... Generator Loss: 1.0652
Epoch 2/2... Discriminator Loss: 1.2282... Generator Loss: 0.5804
Epoch 2/2... Discriminator Loss: 4.8871... Generator Loss: 0.0497
Epoch 2/2... Discriminator Loss: 1.0381... Generator Loss: 2.8266
Epoch 2/2... Discriminator Loss: 2.0609... Generator Loss: 0.6487
Epoch 2/2... Discriminator Loss: 0.7843... Generator Loss: 1.5314
Epoch 2/2... Discriminator Loss: 0.8283... Generator Loss: 1.2268
Epoch 2/2... Discriminator Loss: 0.9774... Generator Loss: 1.0837
Epoch 2/2... Discriminator Loss: 1.2504... Generator Loss: 0.7990
Epoch 2/2... Discriminator Loss: 1.3090... Generator Loss: 2.0420
Epoch 2/2... Discriminator Loss: 1.1461... Generator Loss: 0.8192
Epoch 2/2... Discriminator Loss: 1.0970... Generator Loss: 1.3884
Epoch 2/2... Discriminator Loss: 0.9836... Generator Loss: 1.7941
Epoch 2/2... Discriminator Loss: 2.3767... Generator Loss: 0.3220
Epoch 2/2... Discriminator Loss: 1.5528... Generator Loss: 0.7922
Epoch 2/2... Discriminator Loss: 1.1089... Generator Loss: 2.1926
Epoch 2/2... Discriminator Loss: 1.2097... Generator Loss: 0.8848
Epoch 2/2... Discriminator Loss: 1.2206... Generator Loss: 1.3157
Epoch 2/2... Discriminator Loss: 1.0720... Generator Loss: 0.8370
Epoch 2/2... Discriminator Loss: 0.8118... Generator Loss: 2.0378
Epoch 2/2... Discriminator Loss: 0.7299... Generator Loss: 1.1917
Epoch 2/2... Discriminator Loss: 0.6910... Generator Loss: 1.2898
Epoch 2/2... Discriminator Loss: 0.7529... Generator Loss: 1.3310
Epoch 2/2... Discriminator Loss: 1.0742... Generator Loss: 0.9898
Epoch 2/2... Discriminator Loss: 1.1811... Generator Loss: 0.6634
Epoch 2/2... Discriminator Loss: 0.9458... Generator Loss: 1.2670
Epoch 2/2... Discriminator Loss: 0.8000... Generator Loss: 0.9896
Epoch 2/2... Discriminator Loss: 1.0165... Generator Loss: 0.7776
Epoch 2/2... Discriminator Loss: 1.3838... Generator Loss: 0.5057
Epoch 2/2... Discriminator Loss: 1.0384... Generator Loss: 1.4440
Epoch 2/2... Discriminator Loss: 1.0812... Generator Loss: 0.7581
Epoch 2/2... Discriminator Loss: 0.7084... Generator Loss: 1.3340
Epoch 2/2... Discriminator Loss: 0.7579... Generator Loss: 0.9987
Epoch 2/2... Discriminator Loss: 1.0349... Generator Loss: 0.6095
Epoch 2/2... Discriminator Loss: 1.0194... Generator Loss: 0.7807
Epoch 2/2... Discriminator Loss: 1.1114... Generator Loss: 0.9170
Epoch 2/2... Discriminator Loss: 1.0949... Generator Loss: 0.6457
Epoch 2/2... Discriminator Loss: 0.9305... Generator Loss: 1.1435
Epoch 2/2... Discriminator Loss: 1.2448... Generator Loss: 0.5930
Epoch 2/2... Discriminator Loss: 0.7474... Generator Loss: 1.5725
Epoch 2/2... Discriminator Loss: 0.5840... Generator Loss: 1.4634
Epoch 2/2... Discriminator Loss: 1.3636... Generator Loss: 0.4121
Epoch 2/2... Discriminator Loss: 0.9106... Generator Loss: 1.5587
Epoch 2/2... Discriminator Loss: 1.2049... Generator Loss: 0.6116
Epoch 2/2... Discriminator Loss: 0.7284... Generator Loss: 1.1516
Epoch 2/2... Discriminator Loss: 1.1660... Generator Loss: 0.6125
Epoch 2/2... Discriminator Loss: 0.8673... Generator Loss: 1.3969
Epoch 2/2... Discriminator Loss: 1.3653... Generator Loss: 0.4367
Epoch 2/2... Discriminator Loss: 0.6666... Generator Loss: 1.7139
Epoch 2/2... Discriminator Loss: 0.9070... Generator Loss: 0.8111
Epoch 2/2... Discriminator Loss: 0.7822... Generator Loss: 0.9618
Epoch 2/2... Discriminator Loss: 0.9086... Generator Loss: 1.0413
Epoch 2/2... Discriminator Loss: 0.7742... Generator Loss: 0.8682
Epoch 2/2... Discriminator Loss: 0.7240... Generator Loss: 1.0337
Epoch 2/2... Discriminator Loss: 0.7816... Generator Loss: 1.0449
Epoch 2/2... Discriminator Loss: 1.4427... Generator Loss: 0.4314
Epoch 2/2... Discriminator Loss: 1.3623... Generator Loss: 0.4658
Epoch 2/2... Discriminator Loss: 0.9583... Generator Loss: 1.6147
Epoch 2/2... Discriminator Loss: 1.2710... Generator Loss: 0.5708
Epoch 2/2... Discriminator Loss: 1.1249... Generator Loss: 0.8683
Epoch 2/2... Discriminator Loss: 1.2117... Generator Loss: 0.5566
Epoch 2/2... Discriminator Loss: 0.8909... Generator Loss: 1.1999
Epoch 2/2... Discriminator Loss: 0.8930... Generator Loss: 0.8454
Epoch 2/2... Discriminator Loss: 0.9363... Generator Loss: 0.7595
Epoch 2/2... Discriminator Loss: 0.8786... Generator Loss: 0.7988
Epoch 2/2... Discriminator Loss: 0.9914... Generator Loss: 0.6871
Epoch 2/2... Discriminator Loss: 0.9029... Generator Loss: 0.8271
Epoch 2/2... Discriminator Loss: 0.8611... Generator Loss: 1.0915
Epoch 2/2... Discriminator Loss: 0.9325... Generator Loss: 0.8291
Epoch 2/2... Discriminator Loss: 0.9156... Generator Loss: 0.9505
Epoch 2/2... Discriminator Loss: 0.9916... Generator Loss: 0.8454
Epoch 2/2... Discriminator Loss: 0.9296... Generator Loss: 0.7856
Epoch 2/2... Discriminator Loss: 0.7817... Generator Loss: 1.4215
Epoch 2/2... Discriminator Loss: 1.1639... Generator Loss: 0.5966
Epoch 2/2... Discriminator Loss: 0.7842... Generator Loss: 1.0011
Epoch 2/2... Discriminator Loss: 0.7074... Generator Loss: 1.4093
Epoch 2/2... Discriminator Loss: 1.1987... Generator Loss: 0.6256
Epoch 2/2... Discriminator Loss: 0.8863... Generator Loss: 1.5923
Epoch 2/2... Discriminator Loss: 1.3327... Generator Loss: 0.4665
Epoch 2/2... Discriminator Loss: 0.8232... Generator Loss: 0.9240
Epoch 2/2... Discriminator Loss: 0.6052... Generator Loss: 1.6247
Epoch 2/2... Discriminator Loss: 0.7461... Generator Loss: 0.9129
Output after epoch: 2

CelebA

Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.

In [25]:
batch_size = 64
z_dim = 100
learning_rate = 0.002
beta1 = 0.5


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 1

celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
    train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
          celeba_dataset.shape, celeba_dataset.image_mode)
Epoch 1/1... Discriminator Loss: 15.6470... Generator Loss: 0.0000
Epoch 1/1... Discriminator Loss: 3.7631... Generator Loss: 14.7864
Epoch 1/1... Discriminator Loss: 14.2372... Generator Loss: 0.0000
Epoch 1/1... Discriminator Loss: 0.3086... Generator Loss: 7.1124
Epoch 1/1... Discriminator Loss: 0.2654... Generator Loss: 3.1786
Epoch 1/1... Discriminator Loss: 19.3873... Generator Loss: 0.0000
Epoch 1/1... Discriminator Loss: 2.1525... Generator Loss: 2.4735
Epoch 1/1... Discriminator Loss: 0.2086... Generator Loss: 2.2542
Epoch 1/1... Discriminator Loss: 0.4203... Generator Loss: 1.1796
Epoch 1/1... Discriminator Loss: 0.1006... Generator Loss: 3.5308
Epoch 1/1... Discriminator Loss: 0.3408... Generator Loss: 1.4305
Epoch 1/1... Discriminator Loss: 0.1504... Generator Loss: 4.1274
Epoch 1/1... Discriminator Loss: 0.5347... Generator Loss: 1.1696
Epoch 1/1... Discriminator Loss: 0.3186... Generator Loss: 6.0924
Epoch 1/1... Discriminator Loss: 2.3598... Generator Loss: 0.1696
Epoch 1/1... Discriminator Loss: 3.7609... Generator Loss: 16.5948
Epoch 1/1... Discriminator Loss: 0.2707... Generator Loss: 12.6460
Epoch 1/1... Discriminator Loss: 0.1187... Generator Loss: 4.6683
Epoch 1/1... Discriminator Loss: 3.0854... Generator Loss: 0.0697
Epoch 1/1... Discriminator Loss: 0.6597... Generator Loss: 10.3374
Epoch 1/1... Discriminator Loss: 0.4237... Generator Loss: 6.5651
Epoch 1/1... Discriminator Loss: 0.1965... Generator Loss: 2.6109
Epoch 1/1... Discriminator Loss: 0.5140... Generator Loss: 1.0029
Epoch 1/1... Discriminator Loss: 0.0674... Generator Loss: 5.5653
Epoch 1/1... Discriminator Loss: 0.1412... Generator Loss: 4.0860
Epoch 1/1... Discriminator Loss: 0.8743... Generator Loss: 0.7959
Epoch 1/1... Discriminator Loss: 0.7278... Generator Loss: 8.5874
Epoch 1/1... Discriminator Loss: 0.2791... Generator Loss: 7.1334
Epoch 1/1... Discriminator Loss: 1.0462... Generator Loss: 1.5370
Epoch 1/1... Discriminator Loss: 1.6435... Generator Loss: 2.3365
Epoch 1/1... Discriminator Loss: 3.7989... Generator Loss: 7.5754
Epoch 1/1... Discriminator Loss: 2.1801... Generator Loss: 1.8574
Epoch 1/1... Discriminator Loss: 1.7136... Generator Loss: 0.4290
Epoch 1/1... Discriminator Loss: 0.2237... Generator Loss: 4.8580
Epoch 1/1... Discriminator Loss: 0.9213... Generator Loss: 2.6079
Epoch 1/1... Discriminator Loss: 1.0206... Generator Loss: 1.5567
Epoch 1/1... Discriminator Loss: 0.5642... Generator Loss: 1.8658
Epoch 1/1... Discriminator Loss: 0.2843... Generator Loss: 2.6378
Epoch 1/1... Discriminator Loss: 2.1416... Generator Loss: 0.2549
Epoch 1/1... Discriminator Loss: 5.4868... Generator Loss: 9.2971
Epoch 1/1... Discriminator Loss: 0.6335... Generator Loss: 3.5855
Epoch 1/1... Discriminator Loss: 3.2434... Generator Loss: 0.5535
Epoch 1/1... Discriminator Loss: 0.6516... Generator Loss: 1.3695
Epoch 1/1... Discriminator Loss: 0.9882... Generator Loss: 3.8542
Epoch 1/1... Discriminator Loss: 0.7921... Generator Loss: 0.8827
Epoch 1/1... Discriminator Loss: 0.5471... Generator Loss: 1.5740
Epoch 1/1... Discriminator Loss: 0.5617... Generator Loss: 2.5019
Epoch 1/1... Discriminator Loss: 0.9368... Generator Loss: 1.0080
Epoch 1/1... Discriminator Loss: 0.2513... Generator Loss: 3.1663
Epoch 1/1... Discriminator Loss: 0.3982... Generator Loss: 1.8438
Epoch 1/1... Discriminator Loss: 0.5091... Generator Loss: 1.4811
Epoch 1/1... Discriminator Loss: 0.6098... Generator Loss: 1.7179
Epoch 1/1... Discriminator Loss: 0.4497... Generator Loss: 2.6208
Epoch 1/1... Discriminator Loss: 0.9215... Generator Loss: 0.6582
Epoch 1/1... Discriminator Loss: 2.0433... Generator Loss: 7.9823
Epoch 1/1... Discriminator Loss: 2.0788... Generator Loss: 0.2751
Epoch 1/1... Discriminator Loss: 0.8872... Generator Loss: 5.8357
Epoch 1/1... Discriminator Loss: 0.3745... Generator Loss: 3.8972
Epoch 1/1... Discriminator Loss: 1.6854... Generator Loss: 1.2342
Epoch 1/1... Discriminator Loss: 0.6961... Generator Loss: 4.2998
Epoch 1/1... Discriminator Loss: 0.4171... Generator Loss: 3.0768
Epoch 1/1... Discriminator Loss: 1.3091... Generator Loss: 0.5912
Epoch 1/1... Discriminator Loss: 1.0176... Generator Loss: 6.6804
Epoch 1/1... Discriminator Loss: 0.0820... Generator Loss: 4.5781
Epoch 1/1... Discriminator Loss: 0.6177... Generator Loss: 0.9050
Epoch 1/1... Discriminator Loss: 0.0663... Generator Loss: 4.7449
Epoch 1/1... Discriminator Loss: 0.1922... Generator Loss: 4.5463
Epoch 1/1... Discriminator Loss: 0.2581... Generator Loss: 1.9238
Epoch 1/1... Discriminator Loss: 0.3993... Generator Loss: 2.1712
Epoch 1/1... Discriminator Loss: 0.5172... Generator Loss: 1.4816
Epoch 1/1... Discriminator Loss: 0.6553... Generator Loss: 1.9357
Epoch 1/1... Discriminator Loss: 0.2693... Generator Loss: 3.9273
Epoch 1/1... Discriminator Loss: 2.4348... Generator Loss: 0.2514
Epoch 1/1... Discriminator Loss: 10.1757... Generator Loss: 16.2451
Epoch 1/1... Discriminator Loss: 2.1544... Generator Loss: 8.6082
Epoch 1/1... Discriminator Loss: 0.3733... Generator Loss: 3.2190
Epoch 1/1... Discriminator Loss: 0.6883... Generator Loss: 0.8651
Epoch 1/1... Discriminator Loss: 0.3051... Generator Loss: 1.7275
Epoch 1/1... Discriminator Loss: 0.1895... Generator Loss: 2.7610
Epoch 1/1... Discriminator Loss: 0.1960... Generator Loss: 2.6660
Epoch 1/1... Discriminator Loss: 0.4037... Generator Loss: 1.7367
Epoch 1/1... Discriminator Loss: 0.5190... Generator Loss: 1.4509
Epoch 1/1... Discriminator Loss: 0.4473... Generator Loss: 2.1105
Epoch 1/1... Discriminator Loss: 0.4975... Generator Loss: 1.7910
Epoch 1/1... Discriminator Loss: 0.5607... Generator Loss: 1.3148
Epoch 1/1... Discriminator Loss: 0.4732... Generator Loss: 2.2841
Epoch 1/1... Discriminator Loss: 0.8600... Generator Loss: 0.7592
Epoch 1/1... Discriminator Loss: 0.4941... Generator Loss: 2.2527
Epoch 1/1... Discriminator Loss: 1.5099... Generator Loss: 0.3432
Epoch 1/1... Discriminator Loss: 4.0484... Generator Loss: 8.4369
Epoch 1/1... Discriminator Loss: 1.6399... Generator Loss: 5.0981
Epoch 1/1... Discriminator Loss: 0.8534... Generator Loss: 0.6982
Epoch 1/1... Discriminator Loss: 0.3854... Generator Loss: 1.9899
Epoch 1/1... Discriminator Loss: 0.1264... Generator Loss: 3.6412
Epoch 1/1... Discriminator Loss: 0.1366... Generator Loss: 3.5695
Epoch 1/1... Discriminator Loss: 0.1953... Generator Loss: 2.3238
Epoch 1/1... Discriminator Loss: 0.5432... Generator Loss: 1.3069
Epoch 1/1... Discriminator Loss: 0.4186... Generator Loss: 2.1239
Epoch 1/1... Discriminator Loss: 0.4981... Generator Loss: 1.6426
Epoch 1/1... Discriminator Loss: 0.5173... Generator Loss: 1.7597
Epoch 1/1... Discriminator Loss: 0.2935... Generator Loss: 2.5318
Epoch 1/1... Discriminator Loss: 0.2382... Generator Loss: 2.5352
Epoch 1/1... Discriminator Loss: 0.1460... Generator Loss: 3.7676
Epoch 1/1... Discriminator Loss: 0.0874... Generator Loss: 3.2736
Epoch 1/1... Discriminator Loss: 0.2395... Generator Loss: 1.8547
Epoch 1/1... Discriminator Loss: 0.1238... Generator Loss: 3.2127
Epoch 1/1... Discriminator Loss: 0.4554... Generator Loss: 1.2286
Epoch 1/1... Discriminator Loss: 0.5893... Generator Loss: 7.0060
Epoch 1/1... Discriminator Loss: 1.7057... Generator Loss: 0.3400
Epoch 1/1... Discriminator Loss: 1.4427... Generator Loss: 10.1220
Epoch 1/1... Discriminator Loss: 0.0936... Generator Loss: 4.0510
Epoch 1/1... Discriminator Loss: 2.0162... Generator Loss: 0.2077
Epoch 1/1... Discriminator Loss: 0.9114... Generator Loss: 5.7744
Epoch 1/1... Discriminator Loss: 0.2118... Generator Loss: 3.7664
Epoch 1/1... Discriminator Loss: 0.4844... Generator Loss: 1.4259
Epoch 1/1... Discriminator Loss: 0.3028... Generator Loss: 1.9712
Epoch 1/1... Discriminator Loss: 0.2746... Generator Loss: 2.1912
Epoch 1/1... Discriminator Loss: 1.3411... Generator Loss: 0.5313
Epoch 1/1... Discriminator Loss: 3.6061... Generator Loss: 11.9968
Epoch 1/1... Discriminator Loss: 0.0800... Generator Loss: 6.0812
Epoch 1/1... Discriminator Loss: 0.4074... Generator Loss: 1.7191
Epoch 1/1... Discriminator Loss: 1.0265... Generator Loss: 0.8748
Epoch 1/1... Discriminator Loss: 0.4981... Generator Loss: 4.8988
Epoch 1/1... Discriminator Loss: 0.3222... Generator Loss: 3.7299
Epoch 1/1... Discriminator Loss: 0.2551... Generator Loss: 2.4451
Epoch 1/1... Discriminator Loss: 0.3983... Generator Loss: 1.4367
Epoch 1/1... Discriminator Loss: 0.3551... Generator Loss: 3.0564
Epoch 1/1... Discriminator Loss: 0.2489... Generator Loss: 2.1276
Epoch 1/1... Discriminator Loss: 0.1320... Generator Loss: 2.9795
Epoch 1/1... Discriminator Loss: 0.1170... Generator Loss: 3.0701
Epoch 1/1... Discriminator Loss: 0.3174... Generator Loss: 1.5865
Epoch 1/1... Discriminator Loss: 0.1548... Generator Loss: 3.0527
Epoch 1/1... Discriminator Loss: 0.3406... Generator Loss: 1.5342
Epoch 1/1... Discriminator Loss: 0.2430... Generator Loss: 3.5090
Epoch 1/1... Discriminator Loss: 0.5725... Generator Loss: 1.1374
Epoch 1/1... Discriminator Loss: 2.8957... Generator Loss: 8.1691
Epoch 1/1... Discriminator Loss: 2.5231... Generator Loss: 0.1063
Epoch 1/1... Discriminator Loss: 1.3109... Generator Loss: 8.4882
Epoch 1/1... Discriminator Loss: 0.2497... Generator Loss: 7.0957
Epoch 1/1... Discriminator Loss: 0.1670... Generator Loss: 3.0349
Epoch 1/1... Discriminator Loss: 2.3906... Generator Loss: 0.2080
Epoch 1/1... Discriminator Loss: 1.3328... Generator Loss: 0.7099
Epoch 1/1... Discriminator Loss: 2.6489... Generator Loss: 3.4877
Epoch 1/1... Discriminator Loss: 2.4895... Generator Loss: 0.3491
Epoch 1/1... Discriminator Loss: 6.5870... Generator Loss: 10.8399
Epoch 1/1... Discriminator Loss: 0.3362... Generator Loss: 5.8157
Epoch 1/1... Discriminator Loss: 0.3618... Generator Loss: 1.8951
Epoch 1/1... Discriminator Loss: 0.4985... Generator Loss: 1.2027
Epoch 1/1... Discriminator Loss: 0.2861... Generator Loss: 1.9879
Epoch 1/1... Discriminator Loss: 0.3254... Generator Loss: 4.1101
Epoch 1/1... Discriminator Loss: 0.2898... Generator Loss: 2.0388
Epoch 1/1... Discriminator Loss: 0.3576... Generator Loss: 1.6003
Epoch 1/1... Discriminator Loss: 0.4032... Generator Loss: 2.1323
Epoch 1/1... Discriminator Loss: 0.2178... Generator Loss: 2.5585
Epoch 1/1... Discriminator Loss: 0.3367... Generator Loss: 2.0457
Epoch 1/1... Discriminator Loss: 0.3410... Generator Loss: 1.8445
Epoch 1/1... Discriminator Loss: 0.6464... Generator Loss: 1.1071
Epoch 1/1... Discriminator Loss: 0.6537... Generator Loss: 5.8143
Epoch 1/1... Discriminator Loss: 0.3480... Generator Loss: 1.4818
Epoch 1/1... Discriminator Loss: 0.8532... Generator Loss: 0.7677
Epoch 1/1... Discriminator Loss: 0.5607... Generator Loss: 5.1597
Epoch 1/1... Discriminator Loss: 0.1263... Generator Loss: 2.7623
Epoch 1/1... Discriminator Loss: 0.0704... Generator Loss: 3.3771
Epoch 1/1... Discriminator Loss: 3.0387... Generator Loss: 0.0842
Epoch 1/1... Discriminator Loss: 5.7996... Generator Loss: 8.3790
Epoch 1/1... Discriminator Loss: 0.8539... Generator Loss: 5.8092
Epoch 1/1... Discriminator Loss: 0.4196... Generator Loss: 1.4944
Epoch 1/1... Discriminator Loss: 1.5832... Generator Loss: 0.2880
Epoch 1/1... Discriminator Loss: 0.6997... Generator Loss: 2.1714
Epoch 1/1... Discriminator Loss: 0.8606... Generator Loss: 1.6321
Epoch 1/1... Discriminator Loss: 1.9771... Generator Loss: 0.3382
Epoch 1/1... Discriminator Loss: 1.5284... Generator Loss: 4.2738
Epoch 1/1... Discriminator Loss: 0.5468... Generator Loss: 2.5144
Epoch 1/1... Discriminator Loss: 0.4207... Generator Loss: 1.4853
Epoch 1/1... Discriminator Loss: 0.4207... Generator Loss: 1.3544
Epoch 1/1... Discriminator Loss: 0.3582... Generator Loss: 1.8272
Epoch 1/1... Discriminator Loss: 0.4773... Generator Loss: 1.7253
Epoch 1/1... Discriminator Loss: 0.5122... Generator Loss: 1.4254
Epoch 1/1... Discriminator Loss: 0.4786... Generator Loss: 1.7209
Epoch 1/1... Discriminator Loss: 0.6959... Generator Loss: 1.1620
Epoch 1/1... Discriminator Loss: 0.4825... Generator Loss: 1.8061
Epoch 1/1... Discriminator Loss: 0.2375... Generator Loss: 3.0058
Epoch 1/1... Discriminator Loss: 0.0812... Generator Loss: 5.1343
Epoch 1/1... Discriminator Loss: 0.1994... Generator Loss: 2.3720
Epoch 1/1... Discriminator Loss: 0.2459... Generator Loss: 2.0699
Epoch 1/1... Discriminator Loss: 0.3452... Generator Loss: 1.5214
Epoch 1/1... Discriminator Loss: 0.2230... Generator Loss: 2.3224
Epoch 1/1... Discriminator Loss: 0.3376... Generator Loss: 1.9728
Epoch 1/1... Discriminator Loss: 0.4371... Generator Loss: 1.4537
Epoch 1/1... Discriminator Loss: 0.4135... Generator Loss: 1.8650
Epoch 1/1... Discriminator Loss: 0.3210... Generator Loss: 2.5162
Epoch 1/1... Discriminator Loss: 0.5578... Generator Loss: 1.5202
Epoch 1/1... Discriminator Loss: 0.6565... Generator Loss: 2.6980
Epoch 1/1... Discriminator Loss: 0.2011... Generator Loss: 3.1648
Epoch 1/1... Discriminator Loss: 2.3557... Generator Loss: 0.1467
Epoch 1/1... Discriminator Loss: 2.7617... Generator Loss: 8.4866
Epoch 1/1... Discriminator Loss: 0.5183... Generator Loss: 4.5790
Epoch 1/1... Discriminator Loss: 0.6667... Generator Loss: 1.1433
Epoch 1/1... Discriminator Loss: 1.0359... Generator Loss: 0.6248
Epoch 1/1... Discriminator Loss: 0.8279... Generator Loss: 3.7512
Epoch 1/1... Discriminator Loss: 0.7892... Generator Loss: 1.2317
Epoch 1/1... Discriminator Loss: 0.6351... Generator Loss: 2.0722
Epoch 1/1... Discriminator Loss: 0.5846... Generator Loss: 1.4791
Epoch 1/1... Discriminator Loss: 0.2155... Generator Loss: 3.3058
Epoch 1/1... Discriminator Loss: 0.6040... Generator Loss: 1.3314
Epoch 1/1... Discriminator Loss: 0.5401... Generator Loss: 3.7328
Epoch 1/1... Discriminator Loss: 2.5283... Generator Loss: 0.0903
Epoch 1/1... Discriminator Loss: 5.0077... Generator Loss: 7.8588
Epoch 1/1... Discriminator Loss: 0.5027... Generator Loss: 2.3432
Epoch 1/1... Discriminator Loss: 1.3514... Generator Loss: 0.3772
Epoch 1/1... Discriminator Loss: 1.2308... Generator Loss: 1.5594
Epoch 1/1... Discriminator Loss: 1.1445... Generator Loss: 1.2769
Epoch 1/1... Discriminator Loss: 1.0539... Generator Loss: 1.1669
Epoch 1/1... Discriminator Loss: 1.3280... Generator Loss: 1.4881
Epoch 1/1... Discriminator Loss: 0.7991... Generator Loss: 1.4743
Epoch 1/1... Discriminator Loss: 0.4956... Generator Loss: 1.9591
Epoch 1/1... Discriminator Loss: 0.6892... Generator Loss: 1.7338
Epoch 1/1... Discriminator Loss: 0.5903... Generator Loss: 1.5370
Epoch 1/1... Discriminator Loss: 0.4826... Generator Loss: 1.5385
Epoch 1/1... Discriminator Loss: 0.4389... Generator Loss: 1.5784
Epoch 1/1... Discriminator Loss: 0.7133... Generator Loss: 2.4291
Epoch 1/1... Discriminator Loss: 2.1944... Generator Loss: 0.1413
Epoch 1/1... Discriminator Loss: 2.6125... Generator Loss: 5.0488
Epoch 1/1... Discriminator Loss: 0.7748... Generator Loss: 1.3464
Epoch 1/1... Discriminator Loss: 1.6551... Generator Loss: 0.4921
Epoch 1/1... Discriminator Loss: 0.7855... Generator Loss: 2.0446
Epoch 1/1... Discriminator Loss: 1.2922... Generator Loss: 0.7718
Epoch 1/1... Discriminator Loss: 0.7702... Generator Loss: 2.4831
Epoch 1/1... Discriminator Loss: 0.6640... Generator Loss: 1.0480
Epoch 1/1... Discriminator Loss: 0.5705... Generator Loss: 1.4137
Epoch 1/1... Discriminator Loss: 0.7701... Generator Loss: 1.7934
Epoch 1/1... Discriminator Loss: 1.7901... Generator Loss: 0.5596
Epoch 1/1... Discriminator Loss: 2.1652... Generator Loss: 4.1577
Epoch 1/1... Discriminator Loss: 0.8419... Generator Loss: 1.2617
Epoch 1/1... Discriminator Loss: 0.7868... Generator Loss: 1.0839
Epoch 1/1... Discriminator Loss: 1.0383... Generator Loss: 2.4261
Epoch 1/1... Discriminator Loss: 2.6055... Generator Loss: 0.1071
Epoch 1/1... Discriminator Loss: 2.1631... Generator Loss: 3.4597
Epoch 1/1... Discriminator Loss: 1.0542... Generator Loss: 2.4246
Epoch 1/1... Discriminator Loss: 1.0837... Generator Loss: 0.8272
Epoch 1/1... Discriminator Loss: 1.1208... Generator Loss: 1.3579
Epoch 1/1... Discriminator Loss: 0.7186... Generator Loss: 1.5951
Epoch 1/1... Discriminator Loss: 1.6558... Generator Loss: 0.3121
Epoch 1/1... Discriminator Loss: 2.5981... Generator Loss: 4.5068
Epoch 1/1... Discriminator Loss: 1.3575... Generator Loss: 1.2270
Epoch 1/1... Discriminator Loss: 1.5514... Generator Loss: 0.5330
Epoch 1/1... Discriminator Loss: 1.0517... Generator Loss: 2.1296
Epoch 1/1... Discriminator Loss: 1.1435... Generator Loss: 0.7469
Epoch 1/1... Discriminator Loss: 1.0578... Generator Loss: 1.6313
Epoch 1/1... Discriminator Loss: 0.7899... Generator Loss: 1.1863
Epoch 1/1... Discriminator Loss: 0.6669... Generator Loss: 1.1589
Epoch 1/1... Discriminator Loss: 0.6323... Generator Loss: 1.3403
Epoch 1/1... Discriminator Loss: 0.7696... Generator Loss: 0.8791
Epoch 1/1... Discriminator Loss: 1.0568... Generator Loss: 3.0749
Epoch 1/1... Discriminator Loss: 0.7754... Generator Loss: 1.6470
Epoch 1/1... Discriminator Loss: 0.4259... Generator Loss: 1.9083
Epoch 1/1... Discriminator Loss: 0.3213... Generator Loss: 2.4364
Epoch 1/1... Discriminator Loss: 0.9599... Generator Loss: 0.6014
Epoch 1/1... Discriminator Loss: 0.9131... Generator Loss: 2.0867
Epoch 1/1... Discriminator Loss: 0.3068... Generator Loss: 2.0111
Epoch 1/1... Discriminator Loss: 0.4019... Generator Loss: 1.4193
Epoch 1/1... Discriminator Loss: 0.1739... Generator Loss: 3.0336
Epoch 1/1... Discriminator Loss: 0.3527... Generator Loss: 1.4836
Epoch 1/1... Discriminator Loss: 0.2461... Generator Loss: 2.3985
Epoch 1/1... Discriminator Loss: 0.1478... Generator Loss: 3.3477
Epoch 1/1... Discriminator Loss: 0.3040... Generator Loss: 1.8825
Epoch 1/1... Discriminator Loss: 0.3713... Generator Loss: 1.7765
Epoch 1/1... Discriminator Loss: 0.4968... Generator Loss: 1.6116
Epoch 1/1... Discriminator Loss: 0.4989... Generator Loss: 1.2636
Epoch 1/1... Discriminator Loss: 0.7292... Generator Loss: 2.4836
Epoch 1/1... Discriminator Loss: 0.4127... Generator Loss: 1.6446
Epoch 1/1... Discriminator Loss: 0.1937... Generator Loss: 2.1298
Epoch 1/1... Discriminator Loss: 0.6090... Generator Loss: 1.4097
Epoch 1/1... Discriminator Loss: 0.1507... Generator Loss: 4.1821
Epoch 1/1... Discriminator Loss: 0.3274... Generator Loss: 1.6940
Epoch 1/1... Discriminator Loss: 0.9626... Generator Loss: 0.5968
Epoch 1/1... Discriminator Loss: 5.0356... Generator Loss: 6.1057
Epoch 1/1... Discriminator Loss: 2.8198... Generator Loss: 0.7336
Epoch 1/1... Discriminator Loss: 1.2571... Generator Loss: 0.5270
Epoch 1/1... Discriminator Loss: 1.2390... Generator Loss: 2.9453
Epoch 1/1... Discriminator Loss: 1.3496... Generator Loss: 0.6434
Epoch 1/1... Discriminator Loss: 0.9854... Generator Loss: 1.6039
Epoch 1/1... Discriminator Loss: 1.1994... Generator Loss: 0.7420
Epoch 1/1... Discriminator Loss: 1.3395... Generator Loss: 1.3725
Epoch 1/1... Discriminator Loss: 1.0592... Generator Loss: 1.4370
Epoch 1/1... Discriminator Loss: 1.2045... Generator Loss: 0.5539
Epoch 1/1... Discriminator Loss: 0.8848... Generator Loss: 1.8940
Epoch 1/1... Discriminator Loss: 0.8576... Generator Loss: 1.0111
Epoch 1/1... Discriminator Loss: 0.6951... Generator Loss: 1.5921
Epoch 1/1... Discriminator Loss: 1.7033... Generator Loss: 0.2669
Epoch 1/1... Discriminator Loss: 1.6790... Generator Loss: 2.8446
Epoch 1/1... Discriminator Loss: 1.2313... Generator Loss: 0.5835
Epoch 1/1... Discriminator Loss: 4.1238... Generator Loss: 3.7838
Epoch 1/1... Discriminator Loss: 1.4474... Generator Loss: 0.3351
Epoch 1/1... Discriminator Loss: 1.0295... Generator Loss: 2.4518
Epoch 1/1... Discriminator Loss: 0.9462... Generator Loss: 1.1871
Epoch 1/1... Discriminator Loss: 0.9202... Generator Loss: 1.3371
Epoch 1/1... Discriminator Loss: 1.4163... Generator Loss: 0.7248
Epoch 1/1... Discriminator Loss: 1.3307... Generator Loss: 0.9051
Epoch 1/1... Discriminator Loss: 1.3369... Generator Loss: 1.0821
Epoch 1/1... Discriminator Loss: 1.0154... Generator Loss: 0.8604
Epoch 1/1... Discriminator Loss: 1.1889... Generator Loss: 1.8643
Epoch 1/1... Discriminator Loss: 1.1893... Generator Loss: 0.4508
Epoch 1/1... Discriminator Loss: 1.4247... Generator Loss: 3.1676
Epoch 1/1... Discriminator Loss: 0.5221... Generator Loss: 1.3203
Epoch 1/1... Discriminator Loss: 0.8162... Generator Loss: 0.8462
Epoch 1/1... Discriminator Loss: 0.8729... Generator Loss: 2.0221
Epoch 1/1... Discriminator Loss: 1.2343... Generator Loss: 0.5785
Epoch 1/1... Discriminator Loss: 2.2843... Generator Loss: 2.8473
Epoch 1/1... Discriminator Loss: 2.0700... Generator Loss: 0.2435
Epoch 1/1... Discriminator Loss: 1.4206... Generator Loss: 2.9056
Epoch 1/1... Discriminator Loss: 1.0143... Generator Loss: 0.8262
Epoch 1/1... Discriminator Loss: 0.9079... Generator Loss: 0.9825
Epoch 1/1... Discriminator Loss: 0.7992... Generator Loss: 1.7330
Epoch 1/1... Discriminator Loss: 0.7767... Generator Loss: 1.1167
Epoch 1/1... Discriminator Loss: 0.8947... Generator Loss: 1.0957
Epoch 1/1... Discriminator Loss: 0.8432... Generator Loss: 1.8884
Epoch 1/1... Discriminator Loss: 0.7635... Generator Loss: 1.0172
Epoch 1/1... Discriminator Loss: 0.4729... Generator Loss: 1.6378
Epoch 1/1... Discriminator Loss: 0.9789... Generator Loss: 0.7909
Epoch 1/1... Discriminator Loss: 1.2890... Generator Loss: 3.2143
Epoch 1/1... Discriminator Loss: 1.5426... Generator Loss: 0.3341
Epoch 1/1... Discriminator Loss: 0.6851... Generator Loss: 2.7886
Epoch 1/1... Discriminator Loss: 0.5446... Generator Loss: 1.7602
Epoch 1/1... Discriminator Loss: 0.4351... Generator Loss: 1.6624
Epoch 1/1... Discriminator Loss: 0.6175... Generator Loss: 1.8630
Epoch 1/1... Discriminator Loss: 0.7256... Generator Loss: 0.8842
Epoch 1/1... Discriminator Loss: 0.7773... Generator Loss: 2.0340
Epoch 1/1... Discriminator Loss: 1.6858... Generator Loss: 0.4447
Epoch 1/1... Discriminator Loss: 1.9657... Generator Loss: 3.2470
Epoch 1/1... Discriminator Loss: 1.2391... Generator Loss: 0.8751
Epoch 1/1... Discriminator Loss: 1.8063... Generator Loss: 0.4577
Epoch 1/1... Discriminator Loss: 1.3346... Generator Loss: 1.8011
Epoch 1/1... Discriminator Loss: 1.3447... Generator Loss: 1.1997
Epoch 1/1... Discriminator Loss: 1.3923... Generator Loss: 0.5269
Epoch 1/1... Discriminator Loss: 1.1969... Generator Loss: 1.2923
Epoch 1/1... Discriminator Loss: 0.9736... Generator Loss: 1.3046
Epoch 1/1... Discriminator Loss: 1.0457... Generator Loss: 0.8408
Epoch 1/1... Discriminator Loss: 0.9021... Generator Loss: 1.6752
Epoch 1/1... Discriminator Loss: 1.1290... Generator Loss: 0.6258
Epoch 1/1... Discriminator Loss: 1.4470... Generator Loss: 3.4568
Epoch 1/1... Discriminator Loss: 1.4816... Generator Loss: 0.3509
Epoch 1/1... Discriminator Loss: 1.0605... Generator Loss: 1.5602
Epoch 1/1... Discriminator Loss: 0.9849... Generator Loss: 1.0645
Epoch 1/1... Discriminator Loss: 1.0198... Generator Loss: 0.8360
Epoch 1/1... Discriminator Loss: 1.0521... Generator Loss: 1.5177
Epoch 1/1... Discriminator Loss: 1.2326... Generator Loss: 0.5202
Epoch 1/1... Discriminator Loss: 0.8983... Generator Loss: 1.6041
Epoch 1/1... Discriminator Loss: 1.1361... Generator Loss: 0.7594
Epoch 1/1... Discriminator Loss: 1.2546... Generator Loss: 1.0570
Epoch 1/1... Discriminator Loss: 1.5779... Generator Loss: 0.4634
Epoch 1/1... Discriminator Loss: 2.0525... Generator Loss: 2.7616
Epoch 1/1... Discriminator Loss: 1.6746... Generator Loss: 0.3283
Epoch 1/1... Discriminator Loss: 1.1480... Generator Loss: 1.4492
Epoch 1/1... Discriminator Loss: 1.1842... Generator Loss: 0.9007
Epoch 1/1... Discriminator Loss: 0.8728... Generator Loss: 2.0777
Epoch 1/1... Discriminator Loss: 0.8402... Generator Loss: 1.1560
Epoch 1/1... Discriminator Loss: 0.7596... Generator Loss: 1.1002
Epoch 1/1... Discriminator Loss: 0.8960... Generator Loss: 1.4572
Epoch 1/1... Discriminator Loss: 1.2857... Generator Loss: 0.5006
Epoch 1/1... Discriminator Loss: 0.8920... Generator Loss: 2.0019
Epoch 1/1... Discriminator Loss: 0.9613... Generator Loss: 1.1834
Epoch 1/1... Discriminator Loss: 0.7968... Generator Loss: 1.0025
Epoch 1/1... Discriminator Loss: 0.8728... Generator Loss: 2.5581
Epoch 1/1... Discriminator Loss: 1.3848... Generator Loss: 0.5707
Epoch 1/1... Discriminator Loss: 2.2572... Generator Loss: 3.5743
Epoch 1/1... Discriminator Loss: 1.3693... Generator Loss: 0.5193
Epoch 1/1... Discriminator Loss: 1.2204... Generator Loss: 1.0197
Epoch 1/1... Discriminator Loss: 1.4531... Generator Loss: 1.5782
Epoch 1/1... Discriminator Loss: 1.8437... Generator Loss: 0.3629
Epoch 1/1... Discriminator Loss: 2.1815... Generator Loss: 3.7030
Epoch 1/1... Discriminator Loss: 2.0541... Generator Loss: 0.4389
Epoch 1/1... Discriminator Loss: 1.4151... Generator Loss: 1.7195
Epoch 1/1... Discriminator Loss: 1.3546... Generator Loss: 0.9241
Epoch 1/1... Discriminator Loss: 1.3602... Generator Loss: 0.6180
Epoch 1/1... Discriminator Loss: 1.3923... Generator Loss: 1.0668
Epoch 1/1... Discriminator Loss: 1.2913... Generator Loss: 0.7228
Epoch 1/1... Discriminator Loss: 1.0911... Generator Loss: 0.8527
Epoch 1/1... Discriminator Loss: 1.1890... Generator Loss: 1.0270
Epoch 1/1... Discriminator Loss: 1.0832... Generator Loss: 0.9495
Epoch 1/1... Discriminator Loss: 0.9888... Generator Loss: 1.1815
Epoch 1/1... Discriminator Loss: 1.1093... Generator Loss: 0.7084
Epoch 1/1... Discriminator Loss: 1.2241... Generator Loss: 2.4499
Epoch 1/1... Discriminator Loss: 1.4107... Generator Loss: 0.4232
Epoch 1/1... Discriminator Loss: 1.3890... Generator Loss: 2.0070
Epoch 1/1... Discriminator Loss: 1.3041... Generator Loss: 0.7936
Epoch 1/1... Discriminator Loss: 1.4274... Generator Loss: 0.6940
Epoch 1/1... Discriminator Loss: 1.5193... Generator Loss: 1.2880
Epoch 1/1... Discriminator Loss: 1.3825... Generator Loss: 0.5700
Epoch 1/1... Discriminator Loss: 1.3775... Generator Loss: 1.2168
Epoch 1/1... Discriminator Loss: 1.5512... Generator Loss: 0.5309
Epoch 1/1... Discriminator Loss: 1.2601... Generator Loss: 1.6740
Epoch 1/1... Discriminator Loss: 1.1037... Generator Loss: 0.7214
Epoch 1/1... Discriminator Loss: 0.8831... Generator Loss: 1.3611
Epoch 1/1... Discriminator Loss: 0.9840... Generator Loss: 0.8310
Epoch 1/1... Discriminator Loss: 0.7661... Generator Loss: 1.4843
Epoch 1/1... Discriminator Loss: 1.2116... Generator Loss: 0.5636
Epoch 1/1... Discriminator Loss: 0.8732... Generator Loss: 1.8716
Epoch 1/1... Discriminator Loss: 0.9936... Generator Loss: 0.7773
Epoch 1/1... Discriminator Loss: 1.1761... Generator Loss: 0.8834
Epoch 1/1... Discriminator Loss: 1.7785... Generator Loss: 0.9924
Epoch 1/1... Discriminator Loss: 1.3677... Generator Loss: 0.6893
Epoch 1/1... Discriminator Loss: 1.9730... Generator Loss: 2.4495
Epoch 1/1... Discriminator Loss: 2.5487... Generator Loss: 0.1509
Epoch 1/1... Discriminator Loss: 1.7365... Generator Loss: 2.3259
Epoch 1/1... Discriminator Loss: 0.8761... Generator Loss: 1.3328
Epoch 1/1... Discriminator Loss: 0.9628... Generator Loss: 0.6602
Epoch 1/1... Discriminator Loss: 0.8969... Generator Loss: 1.2472
Epoch 1/1... Discriminator Loss: 1.1634... Generator Loss: 1.0316
Epoch 1/1... Discriminator Loss: 1.4232... Generator Loss: 0.5409
Epoch 1/1... Discriminator Loss: 1.3473... Generator Loss: 0.9817
Epoch 1/1... Discriminator Loss: 1.3908... Generator Loss: 0.7215
Epoch 1/1... Discriminator Loss: 1.3172... Generator Loss: 0.6388
Epoch 1/1... Discriminator Loss: 1.3845... Generator Loss: 1.2387
Epoch 1/1... Discriminator Loss: 1.2354... Generator Loss: 0.7207
Epoch 1/1... Discriminator Loss: 1.0063... Generator Loss: 1.0207
Epoch 1/1... Discriminator Loss: 0.9253... Generator Loss: 1.0235
Epoch 1/1... Discriminator Loss: 1.0019... Generator Loss: 1.4785
Epoch 1/1... Discriminator Loss: 1.1076... Generator Loss: 0.6521
Epoch 1/1... Discriminator Loss: 0.9410... Generator Loss: 1.3141
Epoch 1/1... Discriminator Loss: 1.0708... Generator Loss: 0.7786
Epoch 1/1... Discriminator Loss: 1.0834... Generator Loss: 1.2290
Epoch 1/1... Discriminator Loss: 1.2809... Generator Loss: 0.5378
Epoch 1/1... Discriminator Loss: 2.5405... Generator Loss: 3.3538
Epoch 1/1... Discriminator Loss: 1.3687... Generator Loss: 0.7453
Epoch 1/1... Discriminator Loss: 1.7504... Generator Loss: 0.3151
Epoch 1/1... Discriminator Loss: 1.0069... Generator Loss: 1.1503
Epoch 1/1... Discriminator Loss: 1.2155... Generator Loss: 1.1433
Epoch 1/1... Discriminator Loss: 1.0942... Generator Loss: 0.8022
Epoch 1/1... Discriminator Loss: 1.0021... Generator Loss: 0.9607
Epoch 1/1... Discriminator Loss: 1.3278... Generator Loss: 0.5295
Epoch 1/1... Discriminator Loss: 1.3098... Generator Loss: 2.2657
Epoch 1/1... Discriminator Loss: 0.7372... Generator Loss: 1.2022
Epoch 1/1... Discriminator Loss: 1.4508... Generator Loss: 0.4520
Epoch 1/1... Discriminator Loss: 1.3726... Generator Loss: 2.5432
Epoch 1/1... Discriminator Loss: 0.7963... Generator Loss: 0.9028
Epoch 1/1... Discriminator Loss: 1.0774... Generator Loss: 0.7106
Epoch 1/1... Discriminator Loss: 0.7976... Generator Loss: 1.4940
Epoch 1/1... Discriminator Loss: 0.9403... Generator Loss: 1.0412
Epoch 1/1... Discriminator Loss: 1.0988... Generator Loss: 0.9385
Epoch 1/1... Discriminator Loss: 1.1369... Generator Loss: 1.0438
Epoch 1/1... Discriminator Loss: 1.0032... Generator Loss: 0.8367
Epoch 1/1... Discriminator Loss: 1.0236... Generator Loss: 2.0238
Epoch 1/1... Discriminator Loss: 1.1316... Generator Loss: 0.6089
Epoch 1/1... Discriminator Loss: 1.0436... Generator Loss: 2.3878
Epoch 1/1... Discriminator Loss: 0.7469... Generator Loss: 1.0204
Epoch 1/1... Discriminator Loss: 0.9391... Generator Loss: 0.7488
Epoch 1/1... Discriminator Loss: 1.1748... Generator Loss: 1.9888
Epoch 1/1... Discriminator Loss: 0.8990... Generator Loss: 0.9828
Epoch 1/1... Discriminator Loss: 1.5009... Generator Loss: 0.6363
Epoch 1/1... Discriminator Loss: 1.3764... Generator Loss: 2.1363
Epoch 1/1... Discriminator Loss: 1.3631... Generator Loss: 0.3808
Epoch 1/1... Discriminator Loss: 2.1591... Generator Loss: 2.6777
Epoch 1/1... Discriminator Loss: 2.2888... Generator Loss: 0.1301
Epoch 1/1... Discriminator Loss: 0.8602... Generator Loss: 1.7620
Epoch 1/1... Discriminator Loss: 0.9154... Generator Loss: 1.8690
Epoch 1/1... Discriminator Loss: 1.0661... Generator Loss: 0.8662
Epoch 1/1... Discriminator Loss: 0.6887... Generator Loss: 1.1615
Epoch 1/1... Discriminator Loss: 0.9181... Generator Loss: 1.3065
Epoch 1/1... Discriminator Loss: 0.6852... Generator Loss: 1.2939
Epoch 1/1... Discriminator Loss: 0.9594... Generator Loss: 0.8759
Epoch 1/1... Discriminator Loss: 0.8489... Generator Loss: 2.2279
Epoch 1/1... Discriminator Loss: 1.2696... Generator Loss: 0.5843
Epoch 1/1... Discriminator Loss: 1.0044... Generator Loss: 2.0623
Epoch 1/1... Discriminator Loss: 0.6970... Generator Loss: 1.0078
Epoch 1/1... Discriminator Loss: 1.0121... Generator Loss: 1.6616
Epoch 1/1... Discriminator Loss: 1.5813... Generator Loss: 0.3027
Epoch 1/1... Discriminator Loss: 3.7974... Generator Loss: 4.8520
Epoch 1/1... Discriminator Loss: 1.1088... Generator Loss: 1.5938
Epoch 1/1... Discriminator Loss: 1.7156... Generator Loss: 0.3058
Epoch 1/1... Discriminator Loss: 2.2037... Generator Loss: 3.1682
Epoch 1/1... Discriminator Loss: 1.0086... Generator Loss: 1.0044
Epoch 1/1... Discriminator Loss: 1.3127... Generator Loss: 0.4593
Epoch 1/1... Discriminator Loss: 1.3575... Generator Loss: 1.6390
Epoch 1/1... Discriminator Loss: 1.2191... Generator Loss: 1.0103
Epoch 1/1... Discriminator Loss: 0.9552... Generator Loss: 0.7602
Epoch 1/1... Discriminator Loss: 0.8500... Generator Loss: 1.1540
Epoch 1/1... Discriminator Loss: 0.9455... Generator Loss: 0.9024
Epoch 1/1... Discriminator Loss: 0.8576... Generator Loss: 0.9182
Epoch 1/1... Discriminator Loss: 0.6871... Generator Loss: 1.1518
Epoch 1/1... Discriminator Loss: 0.6243... Generator Loss: 1.7232
Epoch 1/1... Discriminator Loss: 0.7116... Generator Loss: 0.9164
Epoch 1/1... Discriminator Loss: 0.7917... Generator Loss: 2.1210
Epoch 1/1... Discriminator Loss: 2.0167... Generator Loss: 0.2063
Epoch 1/1... Discriminator Loss: 3.5014... Generator Loss: 4.2330
Epoch 1/1... Discriminator Loss: 1.4379... Generator Loss: 1.0186
Epoch 1/1... Discriminator Loss: 1.7653... Generator Loss: 0.3221
Epoch 1/1... Discriminator Loss: 1.1508... Generator Loss: 1.2127
Epoch 1/1... Discriminator Loss: 1.1622... Generator Loss: 1.1641
Epoch 1/1... Discriminator Loss: 1.0334... Generator Loss: 0.8230
Epoch 1/1... Discriminator Loss: 0.9723... Generator Loss: 1.1122
Epoch 1/1... Discriminator Loss: 0.9862... Generator Loss: 1.0048
Epoch 1/1... Discriminator Loss: 1.0045... Generator Loss: 1.0882
Epoch 1/1... Discriminator Loss: 1.0019... Generator Loss: 1.2631
Epoch 1/1... Discriminator Loss: 1.2661... Generator Loss: 0.6202
Epoch 1/1... Discriminator Loss: 1.1611... Generator Loss: 1.8879
Epoch 1/1... Discriminator Loss: 0.9772... Generator Loss: 0.8800
Epoch 1/1... Discriminator Loss: 0.9878... Generator Loss: 1.0206
Epoch 1/1... Discriminator Loss: 1.0007... Generator Loss: 1.0801
Epoch 1/1... Discriminator Loss: 1.0895... Generator Loss: 0.6948
Epoch 1/1... Discriminator Loss: 1.1014... Generator Loss: 1.9884
Epoch 1/1... Discriminator Loss: 0.9018... Generator Loss: 0.7059
Epoch 1/1... Discriminator Loss: 0.9149... Generator Loss: 0.8127
Epoch 1/1... Discriminator Loss: 0.7120... Generator Loss: 1.7835
Epoch 1/1... Discriminator Loss: 0.7511... Generator Loss: 1.1022
Epoch 1/1... Discriminator Loss: 1.0395... Generator Loss: 0.7079
Epoch 1/1... Discriminator Loss: 1.2176... Generator Loss: 1.9043
Epoch 1/1... Discriminator Loss: 1.4610... Generator Loss: 0.3634
Epoch 1/1... Discriminator Loss: 1.3124... Generator Loss: 1.9765
Epoch 1/1... Discriminator Loss: 1.0808... Generator Loss: 0.8775
Epoch 1/1... Discriminator Loss: 1.3771... Generator Loss: 0.5985
Epoch 1/1... Discriminator Loss: 1.5425... Generator Loss: 0.5680
Epoch 1/1... Discriminator Loss: 1.3335... Generator Loss: 1.3198
Epoch 1/1... Discriminator Loss: 1.3820... Generator Loss: 0.5599
Epoch 1/1... Discriminator Loss: 1.2314... Generator Loss: 2.1844
Epoch 1/1... Discriminator Loss: 2.0907... Generator Loss: 0.1883
Epoch 1/1... Discriminator Loss: 1.6264... Generator Loss: 3.8660
Epoch 1/1... Discriminator Loss: 1.2630... Generator Loss: 0.7435
Epoch 1/1... Discriminator Loss: 1.2727... Generator Loss: 0.5423
Epoch 1/1... Discriminator Loss: 1.1309... Generator Loss: 1.6521
Epoch 1/1... Discriminator Loss: 1.0345... Generator Loss: 0.7954
Epoch 1/1... Discriminator Loss: 1.2311... Generator Loss: 0.5690
Epoch 1/1... Discriminator Loss: 1.4712... Generator Loss: 1.9322
Epoch 1/1... Discriminator Loss: 0.9922... Generator Loss: 0.8077
Epoch 1/1... Discriminator Loss: 1.2300... Generator Loss: 0.5663
Epoch 1/1... Discriminator Loss: 1.4390... Generator Loss: 1.9521
Epoch 1/1... Discriminator Loss: 0.9535... Generator Loss: 0.8676
Epoch 1/1... Discriminator Loss: 0.9090... Generator Loss: 0.9978
Epoch 1/1... Discriminator Loss: 0.8793... Generator Loss: 1.6388
Epoch 1/1... Discriminator Loss: 1.6509... Generator Loss: 0.3581
Epoch 1/1... Discriminator Loss: 1.5281... Generator Loss: 2.1296
Epoch 1/1... Discriminator Loss: 1.2164... Generator Loss: 0.6096
Epoch 1/1... Discriminator Loss: 1.1549... Generator Loss: 0.8224
Epoch 1/1... Discriminator Loss: 1.0423... Generator Loss: 1.1524
Epoch 1/1... Discriminator Loss: 0.9149... Generator Loss: 1.0033
Epoch 1/1... Discriminator Loss: 0.9720... Generator Loss: 1.0271
Epoch 1/1... Discriminator Loss: 0.9576... Generator Loss: 1.0089
Epoch 1/1... Discriminator Loss: 0.8877... Generator Loss: 1.1582
Epoch 1/1... Discriminator Loss: 0.8173... Generator Loss: 1.2235
Epoch 1/1... Discriminator Loss: 1.0830... Generator Loss: 0.8635
Epoch 1/1... Discriminator Loss: 0.9732... Generator Loss: 1.1430
Epoch 1/1... Discriminator Loss: 1.1179... Generator Loss: 0.7989
Epoch 1/1... Discriminator Loss: 1.3574... Generator Loss: 0.5443
Epoch 1/1... Discriminator Loss: 1.2549... Generator Loss: 1.6909
Epoch 1/1... Discriminator Loss: 1.6090... Generator Loss: 0.3703
Epoch 1/1... Discriminator Loss: 1.1060... Generator Loss: 1.4958
Epoch 1/1... Discriminator Loss: 1.1065... Generator Loss: 0.7031
Epoch 1/1... Discriminator Loss: 1.1263... Generator Loss: 1.2764
Epoch 1/1... Discriminator Loss: 1.6802... Generator Loss: 0.3398
Epoch 1/1... Discriminator Loss: 1.8671... Generator Loss: 3.1195
Epoch 1/1... Discriminator Loss: 1.1589... Generator Loss: 0.5738
Epoch 1/1... Discriminator Loss: 0.7368... Generator Loss: 1.3252
Epoch 1/1... Discriminator Loss: 0.8046... Generator Loss: 1.0212
Epoch 1/1... Discriminator Loss: 0.8468... Generator Loss: 1.1620
Epoch 1/1... Discriminator Loss: 0.8789... Generator Loss: 1.3259
Epoch 1/1... Discriminator Loss: 1.0592... Generator Loss: 0.9008
Epoch 1/1... Discriminator Loss: 1.0074... Generator Loss: 0.9138
Epoch 1/1... Discriminator Loss: 0.8925... Generator Loss: 1.8111
Epoch 1/1... Discriminator Loss: 0.8339... Generator Loss: 0.8644
Epoch 1/1... Discriminator Loss: 0.7027... Generator Loss: 1.6821
Epoch 1/1... Discriminator Loss: 0.6976... Generator Loss: 1.0226
Epoch 1/1... Discriminator Loss: 0.7896... Generator Loss: 1.0787
Epoch 1/1... Discriminator Loss: 0.7039... Generator Loss: 1.5302
Epoch 1/1... Discriminator Loss: 1.0838... Generator Loss: 0.6223
Epoch 1/1... Discriminator Loss: 1.5027... Generator Loss: 2.7043
Epoch 1/1... Discriminator Loss: 1.5232... Generator Loss: 0.3970
Epoch 1/1... Discriminator Loss: 1.0319... Generator Loss: 2.1132
Epoch 1/1... Discriminator Loss: 1.1206... Generator Loss: 0.8272
Epoch 1/1... Discriminator Loss: 0.8352... Generator Loss: 1.4107
Epoch 1/1... Discriminator Loss: 1.4770... Generator Loss: 0.4082
Epoch 1/1... Discriminator Loss: 1.6968... Generator Loss: 2.4817
Epoch 1/1... Discriminator Loss: 1.2313... Generator Loss: 0.7303
Epoch 1/1... Discriminator Loss: 0.8946... Generator Loss: 0.9210
Epoch 1/1... Discriminator Loss: 0.7322... Generator Loss: 1.6380
Epoch 1/1... Discriminator Loss: 0.9902... Generator Loss: 0.8360
Epoch 1/1... Discriminator Loss: 0.6805... Generator Loss: 1.7248
Epoch 1/1... Discriminator Loss: 1.2062... Generator Loss: 0.5111
Epoch 1/1... Discriminator Loss: 0.9268... Generator Loss: 1.5776
Epoch 1/1... Discriminator Loss: 0.8370... Generator Loss: 0.9227
Epoch 1/1... Discriminator Loss: 0.7487... Generator Loss: 1.9705
Epoch 1/1... Discriminator Loss: 1.3013... Generator Loss: 0.6187
Epoch 1/1... Discriminator Loss: 1.4242... Generator Loss: 3.2179
Epoch 1/1... Discriminator Loss: 1.7238... Generator Loss: 0.3198
Epoch 1/1... Discriminator Loss: 2.0927... Generator Loss: 2.7502
Epoch 1/1... Discriminator Loss: 1.4017... Generator Loss: 0.7204
Epoch 1/1... Discriminator Loss: 1.1494... Generator Loss: 0.8341
Epoch 1/1... Discriminator Loss: 0.9755... Generator Loss: 1.3206
Epoch 1/1... Discriminator Loss: 0.9130... Generator Loss: 1.0458
Epoch 1/1... Discriminator Loss: 0.9562... Generator Loss: 1.0140
Epoch 1/1... Discriminator Loss: 0.9652... Generator Loss: 1.2042
Epoch 1/1... Discriminator Loss: 0.9408... Generator Loss: 1.0175
Epoch 1/1... Discriminator Loss: 1.0860... Generator Loss: 1.0910
Epoch 1/1... Discriminator Loss: 0.8889... Generator Loss: 1.0285
Epoch 1/1... Discriminator Loss: 1.0409... Generator Loss: 1.1916
Epoch 1/1... Discriminator Loss: 1.3414... Generator Loss: 0.5106
Epoch 1/1... Discriminator Loss: 2.5593... Generator Loss: 3.5182
Epoch 1/1... Discriminator Loss: 1.4479... Generator Loss: 0.4279
Epoch 1/1... Discriminator Loss: 1.1196... Generator Loss: 1.1155
Epoch 1/1... Discriminator Loss: 1.2763... Generator Loss: 0.6862
Epoch 1/1... Discriminator Loss: 0.9930... Generator Loss: 1.5754
Epoch 1/1... Discriminator Loss: 1.1726... Generator Loss: 0.4800
Epoch 1/1... Discriminator Loss: 1.0965... Generator Loss: 1.8558
Epoch 1/1... Discriminator Loss: 0.9252... Generator Loss: 0.6496
Epoch 1/1... Discriminator Loss: 0.4196... Generator Loss: 1.4076
Epoch 1/1... Discriminator Loss: 0.7903... Generator Loss: 1.6763
Epoch 1/1... Discriminator Loss: 0.5898... Generator Loss: 1.0238
Epoch 1/1... Discriminator Loss: 0.6051... Generator Loss: 1.6789
Epoch 1/1... Discriminator Loss: 0.8535... Generator Loss: 0.7717
Epoch 1/1... Discriminator Loss: 0.8838... Generator Loss: 1.6180
Epoch 1/1... Discriminator Loss: 0.9278... Generator Loss: 0.9964
Epoch 1/1... Discriminator Loss: 0.7674... Generator Loss: 2.8185
Epoch 1/1... Discriminator Loss: 1.7100... Generator Loss: 0.3157
Epoch 1/1... Discriminator Loss: 3.3252... Generator Loss: 5.2552
Epoch 1/1... Discriminator Loss: 1.6382... Generator Loss: 0.8876
Epoch 1/1... Discriminator Loss: 1.1110... Generator Loss: 0.7212
Epoch 1/1... Discriminator Loss: 0.8993... Generator Loss: 2.8943
Epoch 1/1... Discriminator Loss: 0.6091... Generator Loss: 1.3351
Epoch 1/1... Discriminator Loss: 0.7288... Generator Loss: 0.8162
Epoch 1/1... Discriminator Loss: 0.6619... Generator Loss: 1.3248
Epoch 1/1... Discriminator Loss: 0.6035... Generator Loss: 1.3807
Epoch 1/1... Discriminator Loss: 0.8036... Generator Loss: 1.0933
Epoch 1/1... Discriminator Loss: 0.8866... Generator Loss: 0.7791
Epoch 1/1... Discriminator Loss: 0.6850... Generator Loss: 1.5729
Epoch 1/1... Discriminator Loss: 1.0336... Generator Loss: 0.7506
Epoch 1/1... Discriminator Loss: 1.8630... Generator Loss: 2.9038
Epoch 1/1... Discriminator Loss: 1.1112... Generator Loss: 0.6492
Epoch 1/1... Discriminator Loss: 0.8822... Generator Loss: 1.0898
Epoch 1/1... Discriminator Loss: 0.6544... Generator Loss: 1.8483
Epoch 1/1... Discriminator Loss: 1.2322... Generator Loss: 0.5752
Epoch 1/1... Discriminator Loss: 0.6976... Generator Loss: 1.6280
Epoch 1/1... Discriminator Loss: 0.7966... Generator Loss: 1.0737
Epoch 1/1... Discriminator Loss: 1.0703... Generator Loss: 0.6717
Epoch 1/1... Discriminator Loss: 1.6561... Generator Loss: 2.3378
Epoch 1/1... Discriminator Loss: 1.2552... Generator Loss: 0.4512
Epoch 1/1... Discriminator Loss: 0.7611... Generator Loss: 1.2337
Epoch 1/1... Discriminator Loss: 1.0384... Generator Loss: 2.1274
Epoch 1/1... Discriminator Loss: 1.0377... Generator Loss: 0.6203
Epoch 1/1... Discriminator Loss: 0.9269... Generator Loss: 1.1038
Epoch 1/1... Discriminator Loss: 0.9246... Generator Loss: 0.9088
Epoch 1/1... Discriminator Loss: 1.1020... Generator Loss: 1.7592
Epoch 1/1... Discriminator Loss: 1.2573... Generator Loss: 0.7076
Epoch 1/1... Discriminator Loss: 0.9891... Generator Loss: 1.2204
Epoch 1/1... Discriminator Loss: 0.8429... Generator Loss: 1.0578
Epoch 1/1... Discriminator Loss: 0.7760... Generator Loss: 1.1708
Epoch 1/1... Discriminator Loss: 1.1134... Generator Loss: 1.0745
Epoch 1/1... Discriminator Loss: 0.8583... Generator Loss: 1.8976
Epoch 1/1... Discriminator Loss: 2.3424... Generator Loss: 0.1929
Epoch 1/1... Discriminator Loss: 4.4450... Generator Loss: 4.6634
Epoch 1/1... Discriminator Loss: 1.0647... Generator Loss: 1.5737
Epoch 1/1... Discriminator Loss: 1.3833... Generator Loss: 0.6012
Epoch 1/1... Discriminator Loss: 0.8257... Generator Loss: 1.1797
Epoch 1/1... Discriminator Loss: 0.9022... Generator Loss: 1.4949
Epoch 1/1... Discriminator Loss: 0.8751... Generator Loss: 0.8556
Epoch 1/1... Discriminator Loss: 0.8130... Generator Loss: 1.1095
Epoch 1/1... Discriminator Loss: 0.8276... Generator Loss: 0.9926
Epoch 1/1... Discriminator Loss: 0.5159... Generator Loss: 1.5105
Epoch 1/1... Discriminator Loss: 0.7331... Generator Loss: 1.1572
Epoch 1/1... Discriminator Loss: 1.5810... Generator Loss: 0.4177
Epoch 1/1... Discriminator Loss: 1.4953... Generator Loss: 2.1722
Epoch 1/1... Discriminator Loss: 1.6700... Generator Loss: 0.4365
Epoch 1/1... Discriminator Loss: 1.5781... Generator Loss: 1.3658
Epoch 1/1... Discriminator Loss: 0.9425... Generator Loss: 0.8686
Epoch 1/1... Discriminator Loss: 0.9981... Generator Loss: 1.0410
Epoch 1/1... Discriminator Loss: 0.5971... Generator Loss: 1.3927
Epoch 1/1... Discriminator Loss: 1.1288... Generator Loss: 0.9632
Epoch 1/1... Discriminator Loss: 1.0956... Generator Loss: 1.4198
Epoch 1/1... Discriminator Loss: 1.5244... Generator Loss: 0.4655
Epoch 1/1... Discriminator Loss: 1.2476... Generator Loss: 2.0364
Epoch 1/1... Discriminator Loss: 1.3703... Generator Loss: 0.4657
Epoch 1/1... Discriminator Loss: 1.6776... Generator Loss: 2.6656
Epoch 1/1... Discriminator Loss: 1.6461... Generator Loss: 0.3279
Epoch 1/1... Discriminator Loss: 1.0593... Generator Loss: 1.6527
Epoch 1/1... Discriminator Loss: 0.9492... Generator Loss: 0.8279
Epoch 1/1... Discriminator Loss: 1.0087... Generator Loss: 1.3843
Epoch 1/1... Discriminator Loss: 1.0530... Generator Loss: 0.6553
Epoch 1/1... Discriminator Loss: 1.1715... Generator Loss: 2.4606
Epoch 1/1... Discriminator Loss: 1.5481... Generator Loss: 0.3359
Epoch 1/1... Discriminator Loss: 1.0917... Generator Loss: 2.3515
Epoch 1/1... Discriminator Loss: 0.9024... Generator Loss: 0.9813
Epoch 1/1... Discriminator Loss: 1.0176... Generator Loss: 0.9673
Epoch 1/1... Discriminator Loss: 0.8905... Generator Loss: 1.4763
Epoch 1/1... Discriminator Loss: 1.3288... Generator Loss: 0.4690
Epoch 1/1... Discriminator Loss: 1.4147... Generator Loss: 2.3498
Epoch 1/1... Discriminator Loss: 1.2727... Generator Loss: 0.5247
Epoch 1/1... Discriminator Loss: 0.9578... Generator Loss: 1.1082
Epoch 1/1... Discriminator Loss: 0.7975... Generator Loss: 1.4951
Epoch 1/1... Discriminator Loss: 0.9376... Generator Loss: 0.7991
Epoch 1/1... Discriminator Loss: 0.7729... Generator Loss: 1.1671
Epoch 1/1... Discriminator Loss: 0.8798... Generator Loss: 1.5475
Epoch 1/1... Discriminator Loss: 0.6885... Generator Loss: 1.0570
Epoch 1/1... Discriminator Loss: 0.8292... Generator Loss: 1.2310
Epoch 1/1... Discriminator Loss: 0.9395... Generator Loss: 1.4752
Epoch 1/1... Discriminator Loss: 1.2809... Generator Loss: 0.4666
Epoch 1/1... Discriminator Loss: 1.9311... Generator Loss: 3.3849
Epoch 1/1... Discriminator Loss: 1.4299... Generator Loss: 0.3760
Epoch 1/1... Discriminator Loss: 1.0523... Generator Loss: 1.9547
Epoch 1/1... Discriminator Loss: 0.9884... Generator Loss: 0.8275
Epoch 1/1... Discriminator Loss: 0.7841... Generator Loss: 2.0771
Epoch 1/1... Discriminator Loss: 1.8087... Generator Loss: 0.2911
Epoch 1/1... Discriminator Loss: 2.1534... Generator Loss: 3.5961
Epoch 1/1... Discriminator Loss: 1.1587... Generator Loss: 0.6238
Epoch 1/1... Discriminator Loss: 0.8336... Generator Loss: 1.0701
Epoch 1/1... Discriminator Loss: 0.8193... Generator Loss: 2.5329
Epoch 1/1... Discriminator Loss: 1.1308... Generator Loss: 0.5387
Epoch 1/1... Discriminator Loss: 0.9769... Generator Loss: 2.2276
Epoch 1/1... Discriminator Loss: 0.8386... Generator Loss: 1.0792
Epoch 1/1... Discriminator Loss: 1.0730... Generator Loss: 0.6584
Epoch 1/1... Discriminator Loss: 2.1478... Generator Loss: 3.2601
Epoch 1/1... Discriminator Loss: 1.2711... Generator Loss: 0.6671
Epoch 1/1... Discriminator Loss: 0.9747... Generator Loss: 1.9058
Epoch 1/1... Discriminator Loss: 0.9003... Generator Loss: 1.0792
Epoch 1/1... Discriminator Loss: 1.0304... Generator Loss: 0.9984
Epoch 1/1... Discriminator Loss: 0.8218... Generator Loss: 1.1893
Epoch 1/1... Discriminator Loss: 0.7383... Generator Loss: 1.3475
Epoch 1/1... Discriminator Loss: 0.9018... Generator Loss: 1.0547
Epoch 1/1... Discriminator Loss: 0.9032... Generator Loss: 1.2647
Epoch 1/1... Discriminator Loss: 1.2346... Generator Loss: 0.7448
Epoch 1/1... Discriminator Loss: 0.9124... Generator Loss: 0.9908
Epoch 1/1... Discriminator Loss: 0.7384... Generator Loss: 0.9826
Epoch 1/1... Discriminator Loss: 0.4376... Generator Loss: 2.0338
Epoch 1/1... Discriminator Loss: 0.5378... Generator Loss: 1.3134
Epoch 1/1... Discriminator Loss: 1.1370... Generator Loss: 0.7012
Epoch 1/1... Discriminator Loss: 1.0137... Generator Loss: 2.0357
Epoch 1/1... Discriminator Loss: 1.0975... Generator Loss: 0.5446
Epoch 1/1... Discriminator Loss: 1.0123... Generator Loss: 2.6591
Epoch 1/1... Discriminator Loss: 0.6664... Generator Loss: 1.0911
Epoch 1/1... Discriminator Loss: 0.6646... Generator Loss: 1.5205
Epoch 1/1... Discriminator Loss: 0.8243... Generator Loss: 2.4282
Epoch 1/1... Discriminator Loss: 2.7171... Generator Loss: 0.1423
Epoch 1/1... Discriminator Loss: 2.3476... Generator Loss: 4.0843
Epoch 1/1... Discriminator Loss: 1.0393... Generator Loss: 0.8511
Epoch 1/1... Discriminator Loss: 0.9194... Generator Loss: 0.8339
Epoch 1/1... Discriminator Loss: 1.2174... Generator Loss: 1.6009
Epoch 1/1... Discriminator Loss: 0.8435... Generator Loss: 0.9735
Epoch 1/1... Discriminator Loss: 1.0241... Generator Loss: 1.1697
Epoch 1/1... Discriminator Loss: 0.9436... Generator Loss: 1.0395
Epoch 1/1... Discriminator Loss: 1.0010... Generator Loss: 1.0833
Epoch 1/1... Discriminator Loss: 1.0596... Generator Loss: 1.0960
Epoch 1/1... Discriminator Loss: 0.9745... Generator Loss: 0.8569
Epoch 1/1... Discriminator Loss: 0.7074... Generator Loss: 1.7363
Epoch 1/1... Discriminator Loss: 0.7031... Generator Loss: 1.4171
Epoch 1/1... Discriminator Loss: 1.5183... Generator Loss: 0.3408
Epoch 1/1... Discriminator Loss: 2.7659... Generator Loss: 4.4903
Epoch 1/1... Discriminator Loss: 1.1523... Generator Loss: 0.5630
Epoch 1/1... Discriminator Loss: 1.1370... Generator Loss: 1.5544
Epoch 1/1... Discriminator Loss: 1.0652... Generator Loss: 0.7335
Epoch 1/1... Discriminator Loss: 0.8275... Generator Loss: 1.0125
Epoch 1/1... Discriminator Loss: 0.9504... Generator Loss: 1.3192
Epoch 1/1... Discriminator Loss: 1.0020... Generator Loss: 0.7912
Epoch 1/1... Discriminator Loss: 1.2662... Generator Loss: 0.7587
Epoch 1/1... Discriminator Loss: 1.1768... Generator Loss: 1.3570
Epoch 1/1... Discriminator Loss: 1.2322... Generator Loss: 0.4684
Epoch 1/1... Discriminator Loss: 0.9239... Generator Loss: 1.5388
Epoch 1/1... Discriminator Loss: 0.7719... Generator Loss: 1.4812
Epoch 1/1... Discriminator Loss: 1.0404... Generator Loss: 0.6727
Epoch 1/1... Discriminator Loss: 1.4200... Generator Loss: 2.5841
Epoch 1/1... Discriminator Loss: 1.3707... Generator Loss: 0.5308
Epoch 1/1... Discriminator Loss: 0.9378... Generator Loss: 1.6478
Epoch 1/1... Discriminator Loss: 0.7747... Generator Loss: 1.1709
Epoch 1/1... Discriminator Loss: 0.8868... Generator Loss: 1.1085
Epoch 1/1... Discriminator Loss: 1.2385... Generator Loss: 0.6704
Epoch 1/1... Discriminator Loss: 1.2251... Generator Loss: 1.8040
Epoch 1/1... Discriminator Loss: 1.9499... Generator Loss: 0.2573
Epoch 1/1... Discriminator Loss: 1.8946... Generator Loss: 3.2761
Epoch 1/1... Discriminator Loss: 1.2781... Generator Loss: 0.5359
Epoch 1/1... Discriminator Loss: 0.9209... Generator Loss: 1.2573
Epoch 1/1... Discriminator Loss: 0.9478... Generator Loss: 1.2906
Epoch 1/1... Discriminator Loss: 1.3658... Generator Loss: 0.6193
Epoch 1/1... Discriminator Loss: 1.1269... Generator Loss: 1.4927
Epoch 1/1... Discriminator Loss: 1.0665... Generator Loss: 1.1459
Epoch 1/1... Discriminator Loss: 1.1042... Generator Loss: 0.8721
Epoch 1/1... Discriminator Loss: 1.0454... Generator Loss: 1.0511
Epoch 1/1... Discriminator Loss: 1.3289... Generator Loss: 0.8730
Epoch 1/1... Discriminator Loss: 0.8867... Generator Loss: 1.1809
Epoch 1/1... Discriminator Loss: 0.7631... Generator Loss: 0.9603
Epoch 1/1... Discriminator Loss: 0.8416... Generator Loss: 1.3956
Epoch 1/1... Discriminator Loss: 0.6743... Generator Loss: 1.0050
Epoch 1/1... Discriminator Loss: 0.4486... Generator Loss: 1.5112
Epoch 1/1... Discriminator Loss: 0.5220... Generator Loss: 1.4188
Epoch 1/1... Discriminator Loss: 0.6373... Generator Loss: 1.2511
Epoch 1/1... Discriminator Loss: 1.0313... Generator Loss: 2.2504
Epoch 1/1... Discriminator Loss: 2.9545... Generator Loss: 0.0874
Epoch 1/1... Discriminator Loss: 3.4431... Generator Loss: 4.1995
Epoch 1/1... Discriminator Loss: 1.4803... Generator Loss: 1.6586
Epoch 1/1... Discriminator Loss: 1.4587... Generator Loss: 0.4723
Epoch 1/1... Discriminator Loss: 1.0145... Generator Loss: 0.8117
Epoch 1/1... Discriminator Loss: 1.1206... Generator Loss: 2.0573
Epoch 1/1... Discriminator Loss: 0.9618... Generator Loss: 1.3929
Epoch 1/1... Discriminator Loss: 1.0930... Generator Loss: 0.6333
Epoch 1/1... Discriminator Loss: 0.9846... Generator Loss: 0.9767
Epoch 1/1... Discriminator Loss: 0.9860... Generator Loss: 1.3271
Epoch 1/1... Discriminator Loss: 0.9820... Generator Loss: 1.0928
Epoch 1/1... Discriminator Loss: 1.2705... Generator Loss: 0.6120
Epoch 1/1... Discriminator Loss: 0.9534... Generator Loss: 1.0158
Epoch 1/1... Discriminator Loss: 1.1821... Generator Loss: 1.0202
Epoch 1/1... Discriminator Loss: 1.3664... Generator Loss: 0.6592
Epoch 1/1... Discriminator Loss: 0.9391... Generator Loss: 0.9828
Epoch 1/1... Discriminator Loss: 0.7132... Generator Loss: 1.0415
Epoch 1/1... Discriminator Loss: 0.8556... Generator Loss: 1.1236
Epoch 1/1... Discriminator Loss: 0.6771... Generator Loss: 1.7687
Epoch 1/1... Discriminator Loss: 1.0846... Generator Loss: 0.8321
Epoch 1/1... Discriminator Loss: 1.0038... Generator Loss: 1.4709
Epoch 1/1... Discriminator Loss: 1.6022... Generator Loss: 0.4553
Epoch 1/1... Discriminator Loss: 3.2236... Generator Loss: 5.2871
Epoch 1/1... Discriminator Loss: 0.7690... Generator Loss: 1.1983
Epoch 1/1... Discriminator Loss: 1.7047... Generator Loss: 0.4073
Epoch 1/1... Discriminator Loss: 0.7813... Generator Loss: 2.6716
Epoch 1/1... Discriminator Loss: 0.6004... Generator Loss: 1.4177
Epoch 1/1... Discriminator Loss: 1.1550... Generator Loss: 0.6098
Epoch 1/1... Discriminator Loss: 0.8536... Generator Loss: 1.4959
Epoch 1/1... Discriminator Loss: 0.9166... Generator Loss: 1.3131
Epoch 1/1... Discriminator Loss: 1.0958... Generator Loss: 0.9707
Epoch 1/1... Discriminator Loss: 0.9802... Generator Loss: 0.9731
Epoch 1/1... Discriminator Loss: 1.0436... Generator Loss: 1.1996
Epoch 1/1... Discriminator Loss: 1.0692... Generator Loss: 0.7001
Epoch 1/1... Discriminator Loss: 0.9436... Generator Loss: 1.3414
Epoch 1/1... Discriminator Loss: 0.7060... Generator Loss: 1.1145
Epoch 1/1... Discriminator Loss: 1.1425... Generator Loss: 0.9896
Epoch 1/1... Discriminator Loss: 0.8506... Generator Loss: 1.4031
Epoch 1/1... Discriminator Loss: 0.8898... Generator Loss: 0.7749
Epoch 1/1... Discriminator Loss: 0.8762... Generator Loss: 1.2440
Epoch 1/1... Discriminator Loss: 0.7255... Generator Loss: 1.3232
Epoch 1/1... Discriminator Loss: 0.8047... Generator Loss: 0.9339
Epoch 1/1... Discriminator Loss: 0.8846... Generator Loss: 0.9342
Epoch 1/1... Discriminator Loss: 0.8216... Generator Loss: 1.7381
Epoch 1/1... Discriminator Loss: 0.8760... Generator Loss: 0.8735
Epoch 1/1... Discriminator Loss: 0.8055... Generator Loss: 2.0226
Epoch 1/1... Discriminator Loss: 1.2478... Generator Loss: 0.4837
Epoch 1/1... Discriminator Loss: 0.9186... Generator Loss: 1.0326
Epoch 1/1... Discriminator Loss: 0.9967... Generator Loss: 2.2035
Epoch 1/1... Discriminator Loss: 1.0297... Generator Loss: 0.6078
Epoch 1/1... Discriminator Loss: 0.9843... Generator Loss: 0.6848
Epoch 1/1... Discriminator Loss: 1.6623... Generator Loss: 2.8579
Epoch 1/1... Discriminator Loss: 1.3698... Generator Loss: 0.5138
Epoch 1/1... Discriminator Loss: 1.1087... Generator Loss: 0.7353
Epoch 1/1... Discriminator Loss: 1.0807... Generator Loss: 1.6984
Epoch 1/1... Discriminator Loss: 1.2772... Generator Loss: 0.6696
Epoch 1/1... Discriminator Loss: 1.8742... Generator Loss: 2.6898
Epoch 1/1... Discriminator Loss: 2.3957... Generator Loss: 0.2118
Epoch 1/1... Discriminator Loss: 2.0885... Generator Loss: 4.1878
Epoch 1/1... Discriminator Loss: 1.2184... Generator Loss: 0.8382
Epoch 1/1... Discriminator Loss: 1.2321... Generator Loss: 0.5918
Epoch 1/1... Discriminator Loss: 1.0708... Generator Loss: 1.4863
Epoch 1/1... Discriminator Loss: 1.1196... Generator Loss: 0.7230
Epoch 1/1... Discriminator Loss: 0.9838... Generator Loss: 0.8517
Epoch 1/1... Discriminator Loss: 1.0430... Generator Loss: 0.9499
Epoch 1/1... Discriminator Loss: 0.8262... Generator Loss: 1.5719
Epoch 1/1... Discriminator Loss: 0.8049... Generator Loss: 0.9758
Epoch 1/1... Discriminator Loss: 0.7936... Generator Loss: 1.1463
Epoch 1/1... Discriminator Loss: 0.6198... Generator Loss: 1.5853
Epoch 1/1... Discriminator Loss: 0.8576... Generator Loss: 1.1959
Epoch 1/1... Discriminator Loss: 0.8792... Generator Loss: 1.2688
Epoch 1/1... Discriminator Loss: 1.1215... Generator Loss: 0.8102
Epoch 1/1... Discriminator Loss: 0.9473... Generator Loss: 1.5994
Epoch 1/1... Discriminator Loss: 1.3744... Generator Loss: 0.4494
Epoch 1/1... Discriminator Loss: 0.9806... Generator Loss: 2.4721
Epoch 1/1... Discriminator Loss: 0.5109... Generator Loss: 1.3968
Epoch 1/1... Discriminator Loss: 1.1566... Generator Loss: 0.6197
Epoch 1/1... Discriminator Loss: 1.3640... Generator Loss: 2.5253
Epoch 1/1... Discriminator Loss: 0.6763... Generator Loss: 1.8262
Epoch 1/1... Discriminator Loss: 1.0259... Generator Loss: 0.7110
Epoch 1/1... Discriminator Loss: 0.8867... Generator Loss: 1.1377
Epoch 1/1... Discriminator Loss: 0.9337... Generator Loss: 0.9682
Epoch 1/1... Discriminator Loss: 0.6908... Generator Loss: 1.7456
Epoch 1/1... Discriminator Loss: 1.8638... Generator Loss: 0.2471
Epoch 1/1... Discriminator Loss: 4.0957... Generator Loss: 6.6875
Epoch 1/1... Discriminator Loss: 0.8939... Generator Loss: 2.5255
Epoch 1/1... Discriminator Loss: 2.0573... Generator Loss: 0.3660
Epoch 1/1... Discriminator Loss: 0.8801... Generator Loss: 0.9855
Epoch 1/1... Discriminator Loss: 0.8097... Generator Loss: 1.7145
Epoch 1/1... Discriminator Loss: 0.7080... Generator Loss: 1.3048
Epoch 1/1... Discriminator Loss: 0.9538... Generator Loss: 0.9640
Epoch 1/1... Discriminator Loss: 0.9641... Generator Loss: 0.8585
Epoch 1/1... Discriminator Loss: 0.9056... Generator Loss: 0.9245
Epoch 1/1... Discriminator Loss: 0.9595... Generator Loss: 1.2455
Epoch 1/1... Discriminator Loss: 1.2340... Generator Loss: 0.8135
Epoch 1/1... Discriminator Loss: 0.9913... Generator Loss: 0.9561
Epoch 1/1... Discriminator Loss: 1.0710... Generator Loss: 0.8121
Epoch 1/1... Discriminator Loss: 1.2959... Generator Loss: 1.8739
Epoch 1/1... Discriminator Loss: 1.1196... Generator Loss: 0.6721
Epoch 1/1... Discriminator Loss: 2.3936... Generator Loss: 3.5866
Epoch 1/1... Discriminator Loss: 2.5932... Generator Loss: 0.1099
Epoch 1/1... Discriminator Loss: 0.9730... Generator Loss: 1.3134
Epoch 1/1... Discriminator Loss: 0.7473... Generator Loss: 2.2610
Epoch 1/1... Discriminator Loss: 1.0518... Generator Loss: 0.7644
Epoch 1/1... Discriminator Loss: 0.9688... Generator Loss: 0.7303
Epoch 1/1... Discriminator Loss: 1.4367... Generator Loss: 2.3500
Epoch 1/1... Discriminator Loss: 1.0532... Generator Loss: 1.1887
Epoch 1/1... Discriminator Loss: 1.3268... Generator Loss: 0.5015
Epoch 1/1... Discriminator Loss: 0.9432... Generator Loss: 1.1436
Epoch 1/1... Discriminator Loss: 0.8921... Generator Loss: 1.3874
Epoch 1/1... Discriminator Loss: 1.0993... Generator Loss: 0.6654
Epoch 1/1... Discriminator Loss: 0.9424... Generator Loss: 1.0474
Epoch 1/1... Discriminator Loss: 1.0121... Generator Loss: 1.0083
Epoch 1/1... Discriminator Loss: 1.0189... Generator Loss: 0.8526
Epoch 1/1... Discriminator Loss: 0.9506... Generator Loss: 1.6068
Epoch 1/1... Discriminator Loss: 1.2342... Generator Loss: 0.9472
Epoch 1/1... Discriminator Loss: 1.4463... Generator Loss: 0.4520
Epoch 1/1... Discriminator Loss: 1.3159... Generator Loss: 2.1272
Epoch 1/1... Discriminator Loss: 1.2543... Generator Loss: 0.6300
Epoch 1/1... Discriminator Loss: 0.7461... Generator Loss: 1.3300
Epoch 1/1... Discriminator Loss: 0.8611... Generator Loss: 0.9607
Epoch 1/1... Discriminator Loss: 1.4084... Generator Loss: 1.2345
Epoch 1/1... Discriminator Loss: 0.7827... Generator Loss: 1.1576
Epoch 1/1... Discriminator Loss: 1.1209... Generator Loss: 0.8210
Epoch 1/1... Discriminator Loss: 1.0305... Generator Loss: 0.7602
Epoch 1/1... Discriminator Loss: 1.0811... Generator Loss: 1.6559
Epoch 1/1... Discriminator Loss: 1.0494... Generator Loss: 0.7018
Epoch 1/1... Discriminator Loss: 0.7705... Generator Loss: 3.0024
Epoch 1/1... Discriminator Loss: 1.0136... Generator Loss: 0.6491
Epoch 1/1... Discriminator Loss: 1.1358... Generator Loss: 2.1728
Epoch 1/1... Discriminator Loss: 1.3295... Generator Loss: 0.4350
Epoch 1/1... Discriminator Loss: 2.4670... Generator Loss: 3.2943
Epoch 1/1... Discriminator Loss: 1.6167... Generator Loss: 0.3279
Epoch 1/1... Discriminator Loss: 0.9223... Generator Loss: 1.1287
Epoch 1/1... Discriminator Loss: 1.0317... Generator Loss: 1.2067
Epoch 1/1... Discriminator Loss: 1.6739... Generator Loss: 0.6176
Epoch 1/1... Discriminator Loss: 1.4075... Generator Loss: 1.0041
Epoch 1/1... Discriminator Loss: 1.0795... Generator Loss: 0.7948
Epoch 1/1... Discriminator Loss: 1.1772... Generator Loss: 0.8738
Epoch 1/1... Discriminator Loss: 1.0547... Generator Loss: 1.1876
Epoch 1/1... Discriminator Loss: 1.2109... Generator Loss: 0.7468
Epoch 1/1... Discriminator Loss: 1.2217... Generator Loss: 0.7185
Epoch 1/1... Discriminator Loss: 0.8615... Generator Loss: 1.5430
Epoch 1/1... Discriminator Loss: 0.8600... Generator Loss: 1.0951
Epoch 1/1... Discriminator Loss: 1.0909... Generator Loss: 0.8142
Epoch 1/1... Discriminator Loss: 0.7087... Generator Loss: 1.6709
Epoch 1/1... Discriminator Loss: 1.0743... Generator Loss: 0.9364
Epoch 1/1... Discriminator Loss: 1.1608... Generator Loss: 0.6366
Epoch 1/1... Discriminator Loss: 1.3840... Generator Loss: 2.0935
Epoch 1/1... Discriminator Loss: 1.7228... Generator Loss: 0.3155
Epoch 1/1... Discriminator Loss: 1.0885... Generator Loss: 2.3190
Epoch 1/1... Discriminator Loss: 1.0942... Generator Loss: 0.5942
Epoch 1/1... Discriminator Loss: 1.2270... Generator Loss: 0.7163
Epoch 1/1... Discriminator Loss: 1.1563... Generator Loss: 1.7270
Epoch 1/1... Discriminator Loss: 1.2780... Generator Loss: 0.7021
Epoch 1/1... Discriminator Loss: 1.1665... Generator Loss: 1.1115
Epoch 1/1... Discriminator Loss: 1.0270... Generator Loss: 1.4661
Epoch 1/1... Discriminator Loss: 1.2223... Generator Loss: 0.5809
Epoch 1/1... Discriminator Loss: 0.9714... Generator Loss: 1.6060
Epoch 1/1... Discriminator Loss: 1.0236... Generator Loss: 0.8058
Epoch 1/1... Discriminator Loss: 1.0294... Generator Loss: 0.9025
Epoch 1/1... Discriminator Loss: 1.0190... Generator Loss: 1.7108
Epoch 1/1... Discriminator Loss: 0.8585... Generator Loss: 0.9055
Epoch 1/1... Discriminator Loss: 0.7661... Generator Loss: 1.1675
Epoch 1/1... Discriminator Loss: 0.7726... Generator Loss: 1.3792
Epoch 1/1... Discriminator Loss: 1.0032... Generator Loss: 0.6921
Epoch 1/1... Discriminator Loss: 1.1137... Generator Loss: 1.3810
Epoch 1/1... Discriminator Loss: 1.6405... Generator Loss: 0.4515
Epoch 1/1... Discriminator Loss: 0.9380... Generator Loss: 0.8203
Epoch 1/1... Discriminator Loss: 1.1024... Generator Loss: 1.2794
Epoch 1/1... Discriminator Loss: 0.8236... Generator Loss: 1.1328
Epoch 1/1... Discriminator Loss: 1.0957... Generator Loss: 0.8959
Epoch 1/1... Discriminator Loss: 1.1534... Generator Loss: 1.4167
Epoch 1/1... Discriminator Loss: 1.1338... Generator Loss: 0.7072
Epoch 1/1... Discriminator Loss: 1.1530... Generator Loss: 2.0711
Epoch 1/1... Discriminator Loss: 1.7313... Generator Loss: 0.2888
Epoch 1/1... Discriminator Loss: 1.0186... Generator Loss: 2.2067
Epoch 1/1... Discriminator Loss: 0.8837... Generator Loss: 1.0073
Epoch 1/1... Discriminator Loss: 0.8783... Generator Loss: 1.0732
Epoch 1/1... Discriminator Loss: 0.7280... Generator Loss: 1.2929
Epoch 1/1... Discriminator Loss: 0.8238... Generator Loss: 0.9776
Epoch 1/1... Discriminator Loss: 0.9719... Generator Loss: 1.3849
Epoch 1/1... Discriminator Loss: 1.3594... Generator Loss: 0.5426
Epoch 1/1... Discriminator Loss: 1.1518... Generator Loss: 1.4109
Epoch 1/1... Discriminator Loss: 1.8369... Generator Loss: 0.3399
Epoch 1/1... Discriminator Loss: 1.3954... Generator Loss: 1.8897
Epoch 1/1... Discriminator Loss: 1.3829... Generator Loss: 0.4548
Epoch 1/1... Discriminator Loss: 1.8862... Generator Loss: 1.7829
Epoch 1/1... Discriminator Loss: 1.1740... Generator Loss: 0.5781
Epoch 1/1... Discriminator Loss: 0.6877... Generator Loss: 1.2783
Epoch 1/1... Discriminator Loss: 0.6791... Generator Loss: 2.2016
Epoch 1/1... Discriminator Loss: 0.6869... Generator Loss: 1.0005
Epoch 1/1... Discriminator Loss: 0.5933... Generator Loss: 1.1389
Epoch 1/1... Discriminator Loss: 0.6946... Generator Loss: 1.3962
Epoch 1/1... Discriminator Loss: 0.9698... Generator Loss: 0.8953
Epoch 1/1... Discriminator Loss: 0.8433... Generator Loss: 0.9928
Epoch 1/1... Discriminator Loss: 0.9793... Generator Loss: 1.3016
Epoch 1/1... Discriminator Loss: 0.9286... Generator Loss: 1.0563
Epoch 1/1... Discriminator Loss: 1.2541... Generator Loss: 0.5546
Epoch 1/1... Discriminator Loss: 1.8145... Generator Loss: 2.1237
Epoch 1/1... Discriminator Loss: 2.3736... Generator Loss: 0.1342
Epoch 1/1... Discriminator Loss: 2.1490... Generator Loss: 3.0653
Epoch 1/1... Discriminator Loss: 0.8738... Generator Loss: 1.1874
Epoch 1/1... Discriminator Loss: 1.0871... Generator Loss: 0.7699
Epoch 1/1... Discriminator Loss: 1.1177... Generator Loss: 1.6142
Epoch 1/1... Discriminator Loss: 1.1564... Generator Loss: 0.9881
Epoch 1/1... Discriminator Loss: 1.2728... Generator Loss: 0.9776
Epoch 1/1... Discriminator Loss: 1.2341... Generator Loss: 1.0217
Epoch 1/1... Discriminator Loss: 1.1454... Generator Loss: 1.1484
Epoch 1/1... Discriminator Loss: 1.3506... Generator Loss: 0.5620
Epoch 1/1... Discriminator Loss: 1.4123... Generator Loss: 1.7800
Epoch 1/1... Discriminator Loss: 1.8040... Generator Loss: 0.2859
Epoch 1/1... Discriminator Loss: 1.7169... Generator Loss: 1.8319
Epoch 1/1... Discriminator Loss: 1.3127... Generator Loss: 0.5673
Epoch 1/1... Discriminator Loss: 1.0915... Generator Loss: 1.1629
Epoch 1/1... Discriminator Loss: 0.6946... Generator Loss: 1.3082
Epoch 1/1... Discriminator Loss: 0.7160... Generator Loss: 0.9884
Epoch 1/1... Discriminator Loss: 0.8462... Generator Loss: 1.1344
Epoch 1/1... Discriminator Loss: 0.8333... Generator Loss: 1.0972
Epoch 1/1... Discriminator Loss: 0.9934... Generator Loss: 1.1892
Epoch 1/1... Discriminator Loss: 0.8332... Generator Loss: 1.0083
Epoch 1/1... Discriminator Loss: 0.8158... Generator Loss: 1.2016
Epoch 1/1... Discriminator Loss: 0.6564... Generator Loss: 1.0474
Epoch 1/1... Discriminator Loss: 0.7569... Generator Loss: 1.0317
Epoch 1/1... Discriminator Loss: 0.5976... Generator Loss: 1.4413
Epoch 1/1... Discriminator Loss: 0.5857... Generator Loss: 2.1248
Epoch 1/1... Discriminator Loss: 0.7975... Generator Loss: 0.8527
Epoch 1/1... Discriminator Loss: 1.2328... Generator Loss: 0.5714
Epoch 1/1... Discriminator Loss: 1.2489... Generator Loss: 2.4380
Epoch 1/1... Discriminator Loss: 1.0219... Generator Loss: 0.7115
Epoch 1/1... Discriminator Loss: 1.2157... Generator Loss: 0.7100
Epoch 1/1... Discriminator Loss: 1.0937... Generator Loss: 0.9187
Epoch 1/1... Discriminator Loss: 1.0343... Generator Loss: 0.9436
Epoch 1/1... Discriminator Loss: 1.0451... Generator Loss: 1.8742
Epoch 1/1... Discriminator Loss: 1.0253... Generator Loss: 0.6977
Epoch 1/1... Discriminator Loss: 0.8089... Generator Loss: 1.5249
Epoch 1/1... Discriminator Loss: 0.9543... Generator Loss: 1.0066
Epoch 1/1... Discriminator Loss: 0.7912... Generator Loss: 2.7083
Epoch 1/1... Discriminator Loss: 1.3765... Generator Loss: 0.3850
Epoch 1/1... Discriminator Loss: 1.1067... Generator Loss: 1.1732
Epoch 1/1... Discriminator Loss: 0.9023... Generator Loss: 1.0213
Epoch 1/1... Discriminator Loss: 0.8957... Generator Loss: 1.8920
Epoch 1/1... Discriminator Loss: 1.2861... Generator Loss: 0.3660
Epoch 1/1... Discriminator Loss: 0.5751... Generator Loss: 1.3767
Epoch 1/1... Discriminator Loss: 0.7463... Generator Loss: 1.5612
Epoch 1/1... Discriminator Loss: 0.8010... Generator Loss: 0.9565
Epoch 1/1... Discriminator Loss: 0.7213... Generator Loss: 1.5398
Epoch 1/1... Discriminator Loss: 3.0973... Generator Loss: 0.1067
Epoch 1/1... Discriminator Loss: 7.6591... Generator Loss: 8.9356
Epoch 1/1... Discriminator Loss: 2.9579... Generator Loss: 4.0711
Epoch 1/1... Discriminator Loss: 1.7948... Generator Loss: 0.6994
Epoch 1/1... Discriminator Loss: 1.5683... Generator Loss: 0.4417
Epoch 1/1... Discriminator Loss: 0.9691... Generator Loss: 1.7645
Epoch 1/1... Discriminator Loss: 1.0997... Generator Loss: 1.5061
Epoch 1/1... Discriminator Loss: 0.8997... Generator Loss: 1.1317
Epoch 1/1... Discriminator Loss: 0.9203... Generator Loss: 0.8214
Epoch 1/1... Discriminator Loss: 0.8785... Generator Loss: 1.2830
Epoch 1/1... Discriminator Loss: 0.8374... Generator Loss: 1.4273
Epoch 1/1... Discriminator Loss: 0.9393... Generator Loss: 0.9393
Epoch 1/1... Discriminator Loss: 0.8290... Generator Loss: 1.1306
Epoch 1/1... Discriminator Loss: 0.9584... Generator Loss: 1.0850
Epoch 1/1... Discriminator Loss: 1.1233... Generator Loss: 1.0392
Epoch 1/1... Discriminator Loss: 1.0685... Generator Loss: 0.8807
Epoch 1/1... Discriminator Loss: 1.1348... Generator Loss: 0.6834
Epoch 1/1... Discriminator Loss: 0.9045... Generator Loss: 1.3045
Epoch 1/1... Discriminator Loss: 0.9827... Generator Loss: 0.9076
Epoch 1/1... Discriminator Loss: 0.8874... Generator Loss: 1.1827
Epoch 1/1... Discriminator Loss: 0.9971... Generator Loss: 0.8616
Epoch 1/1... Discriminator Loss: 0.9593... Generator Loss: 1.1119
Epoch 1/1... Discriminator Loss: 1.0039... Generator Loss: 0.9950
Epoch 1/1... Discriminator Loss: 0.7884... Generator Loss: 1.3037
Epoch 1/1... Discriminator Loss: 1.0894... Generator Loss: 0.6175
Epoch 1/1... Discriminator Loss: 0.7048... Generator Loss: 1.8156
Epoch 1/1... Discriminator Loss: 0.9799... Generator Loss: 0.8041
Epoch 1/1... Discriminator Loss: 0.7869... Generator Loss: 1.9535
Epoch 1/1... Discriminator Loss: 0.5254... Generator Loss: 1.4624
Epoch 1/1... Discriminator Loss: 0.6101... Generator Loss: 1.1608
Epoch 1/1... Discriminator Loss: 0.9297... Generator Loss: 0.9200
Epoch 1/1... Discriminator Loss: 1.0927... Generator Loss: 0.7519
Epoch 1/1... Discriminator Loss: 0.6591... Generator Loss: 1.8788
Epoch 1/1... Discriminator Loss: 0.7243... Generator Loss: 1.1307
Epoch 1/1... Discriminator Loss: 0.8615... Generator Loss: 0.9203
Epoch 1/1... Discriminator Loss: 0.9421... Generator Loss: 3.2805
Epoch 1/1... Discriminator Loss: 1.5422... Generator Loss: 0.3454
Epoch 1/1... Discriminator Loss: 2.9456... Generator Loss: 4.0362
Epoch 1/1... Discriminator Loss: 0.7406... Generator Loss: 1.2320
Epoch 1/1... Discriminator Loss: 1.0235... Generator Loss: 0.6480
Epoch 1/1... Discriminator Loss: 0.8072... Generator Loss: 2.0370
Epoch 1/1... Discriminator Loss: 0.7572... Generator Loss: 1.5183
Epoch 1/1... Discriminator Loss: 1.1505... Generator Loss: 0.6588
Epoch 1/1... Discriminator Loss: 0.8021... Generator Loss: 1.3657
Epoch 1/1... Discriminator Loss: 0.9882... Generator Loss: 0.9476
Epoch 1/1... Discriminator Loss: 0.9375... Generator Loss: 1.0236
Epoch 1/1... Discriminator Loss: 0.9259... Generator Loss: 1.1987
Epoch 1/1... Discriminator Loss: 1.0986... Generator Loss: 0.7509
Epoch 1/1... Discriminator Loss: 0.9692... Generator Loss: 1.3424
Epoch 1/1... Discriminator Loss: 1.0532... Generator Loss: 0.6609
Epoch 1/1... Discriminator Loss: 1.1588... Generator Loss: 1.6924
Epoch 1/1... Discriminator Loss: 1.4071... Generator Loss: 0.4023
Epoch 1/1... Discriminator Loss: 1.3913... Generator Loss: 2.3627
Epoch 1/1... Discriminator Loss: 1.0345... Generator Loss: 0.6396
Epoch 1/1... Discriminator Loss: 0.8044... Generator Loss: 0.9119
Epoch 1/1... Discriminator Loss: 0.9038... Generator Loss: 2.0568
Epoch 1/1... Discriminator Loss: 1.4010... Generator Loss: 0.4532
Epoch 1/1... Discriminator Loss: 0.8989... Generator Loss: 1.3986
Epoch 1/1... Discriminator Loss: 0.7811... Generator Loss: 1.2055
Epoch 1/1... Discriminator Loss: 0.9819... Generator Loss: 1.3857
Epoch 1/1... Discriminator Loss: 0.9854... Generator Loss: 0.6822
Epoch 1/1... Discriminator Loss: 1.2278... Generator Loss: 1.9254
Epoch 1/1... Discriminator Loss: 1.2227... Generator Loss: 0.5684
Epoch 1/1... Discriminator Loss: 0.9199... Generator Loss: 1.5796
Epoch 1/1... Discriminator Loss: 0.8253... Generator Loss: 1.1445
Epoch 1/1... Discriminator Loss: 1.1313... Generator Loss: 0.7531
Epoch 1/1... Discriminator Loss: 0.9021... Generator Loss: 1.0857
Epoch 1/1... Discriminator Loss: 0.9571... Generator Loss: 2.1684
Epoch 1/1... Discriminator Loss: 2.2547... Generator Loss: 0.1581
Epoch 1/1... Discriminator Loss: 1.1580... Generator Loss: 2.9028
Epoch 1/1... Discriminator Loss: 0.8193... Generator Loss: 1.7160
Epoch 1/1... Discriminator Loss: 1.5868... Generator Loss: 0.3270
Epoch 1/1... Discriminator Loss: 0.7669... Generator Loss: 1.1484
Epoch 1/1... Discriminator Loss: 0.7380... Generator Loss: 2.3062
Epoch 1/1... Discriminator Loss: 1.3114... Generator Loss: 0.5832
Epoch 1/1... Discriminator Loss: 0.6501... Generator Loss: 1.4365
Epoch 1/1... Discriminator Loss: 0.9223... Generator Loss: 0.9908
Epoch 1/1... Discriminator Loss: 0.5769... Generator Loss: 1.7902
Epoch 1/1... Discriminator Loss: 1.3204... Generator Loss: 1.0057
Epoch 1/1... Discriminator Loss: 2.2292... Generator Loss: 0.1655
Epoch 1/1... Discriminator Loss: 3.0712... Generator Loss: 4.0188
Epoch 1/1... Discriminator Loss: 1.2972... Generator Loss: 1.5350
Epoch 1/1... Discriminator Loss: 1.7056... Generator Loss: 0.3051
Epoch 1/1... Discriminator Loss: 1.0491... Generator Loss: 0.8386
Epoch 1/1... Discriminator Loss: 1.1274... Generator Loss: 1.4506
Epoch 1/1... Discriminator Loss: 1.0733... Generator Loss: 0.8908
Epoch 1/1... Discriminator Loss: 1.0641... Generator Loss: 0.9139
Epoch 1/1... Discriminator Loss: 1.1104... Generator Loss: 1.0905
Epoch 1/1... Discriminator Loss: 1.1222... Generator Loss: 0.8607
Epoch 1/1... Discriminator Loss: 1.3238... Generator Loss: 0.6219
Epoch 1/1... Discriminator Loss: 1.0778... Generator Loss: 1.3887
Epoch 1/1... Discriminator Loss: 1.1467... Generator Loss: 0.8706
Epoch 1/1... Discriminator Loss: 0.9762... Generator Loss: 1.0671
Epoch 1/1... Discriminator Loss: 0.9402... Generator Loss: 1.2428
Epoch 1/1... Discriminator Loss: 1.3649... Generator Loss: 0.5791
Epoch 1/1... Discriminator Loss: 1.3039... Generator Loss: 1.6221
Epoch 1/1... Discriminator Loss: 1.4415... Generator Loss: 0.4828
Epoch 1/1... Discriminator Loss: 1.0547... Generator Loss: 0.9935
Epoch 1/1... Discriminator Loss: 0.8740... Generator Loss: 1.3695
Epoch 1/1... Discriminator Loss: 1.0212... Generator Loss: 0.9017
Epoch 1/1... Discriminator Loss: 0.9608... Generator Loss: 1.1260
Epoch 1/1... Discriminator Loss: 1.0771... Generator Loss: 0.6832
Epoch 1/1... Discriminator Loss: 0.7833... Generator Loss: 1.4443
Epoch 1/1... Discriminator Loss: 0.8247... Generator Loss: 0.9625
Epoch 1/1... Discriminator Loss: 0.7690... Generator Loss: 1.4919
Epoch 1/1... Discriminator Loss: 0.8460... Generator Loss: 0.8134
Epoch 1/1... Discriminator Loss: 0.8882... Generator Loss: 2.3295
Epoch 1/1... Discriminator Loss: 0.7867... Generator Loss: 1.0158
Epoch 1/1... Discriminator Loss: 0.6413... Generator Loss: 1.0584
Epoch 1/1... Discriminator Loss: 0.6760... Generator Loss: 1.4919
Epoch 1/1... Discriminator Loss: 0.8696... Generator Loss: 0.9414
Epoch 1/1... Discriminator Loss: 0.9076... Generator Loss: 1.6881
Epoch 1/1... Discriminator Loss: 1.3242... Generator Loss: 0.4593
Epoch 1/1... Discriminator Loss: 1.0079... Generator Loss: 2.1365
Epoch 1/1... Discriminator Loss: 0.7266... Generator Loss: 1.6456
Epoch 1/1... Discriminator Loss: 1.4734... Generator Loss: 0.4103
Epoch 1/1... Discriminator Loss: 1.6279... Generator Loss: 2.0801
Epoch 1/1... Discriminator Loss: 1.4263... Generator Loss: 0.4710
Epoch 1/1... Discriminator Loss: 0.6769... Generator Loss: 2.3977
Epoch 1/1... Discriminator Loss: 1.0402... Generator Loss: 0.6889
Epoch 1/1... Discriminator Loss: 0.9589... Generator Loss: 1.0582
Epoch 1/1... Discriminator Loss: 0.7157... Generator Loss: 1.6573
Epoch 1/1... Discriminator Loss: 0.6960... Generator Loss: 1.2797
Epoch 1/1... Discriminator Loss: 1.1701... Generator Loss: 0.6286
Epoch 1/1... Discriminator Loss: 1.0013... Generator Loss: 1.5192
Epoch 1/1... Discriminator Loss: 0.6446... Generator Loss: 1.4065
Epoch 1/1... Discriminator Loss: 1.2320... Generator Loss: 0.5872
Epoch 1/1... Discriminator Loss: 2.0423... Generator Loss: 2.8467
Epoch 1/1... Discriminator Loss: 1.0674... Generator Loss: 0.6485
Epoch 1/1... Discriminator Loss: 1.0531... Generator Loss: 1.1194
Epoch 1/1... Discriminator Loss: 1.4619... Generator Loss: 0.4955
Epoch 1/1... Discriminator Loss: 1.5688... Generator Loss: 1.8556
Epoch 1/1... Discriminator Loss: 1.4269... Generator Loss: 0.4437
Epoch 1/1... Discriminator Loss: 0.9292... Generator Loss: 1.6168
Epoch 1/1... Discriminator Loss: 0.8473... Generator Loss: 1.1411
Epoch 1/1... Discriminator Loss: 1.1055... Generator Loss: 0.7656
Epoch 1/1... Discriminator Loss: 1.1065... Generator Loss: 0.8731
Epoch 1/1... Discriminator Loss: 1.1705... Generator Loss: 1.5393
Epoch 1/1... Discriminator Loss: 1.2636... Generator Loss: 0.6043
Epoch 1/1... Discriminator Loss: 0.9190... Generator Loss: 1.6582
Epoch 1/1... Discriminator Loss: 0.9386... Generator Loss: 0.7952
Epoch 1/1... Discriminator Loss: 0.8988... Generator Loss: 1.3947
Epoch 1/1... Discriminator Loss: 0.7111... Generator Loss: 1.1176
Epoch 1/1... Discriminator Loss: 0.7970... Generator Loss: 1.1246
Epoch 1/1... Discriminator Loss: 0.8787... Generator Loss: 1.2127
Epoch 1/1... Discriminator Loss: 0.8838... Generator Loss: 1.0170
Epoch 1/1... Discriminator Loss: 0.9640... Generator Loss: 0.9524
Epoch 1/1... Discriminator Loss: 1.0409... Generator Loss: 1.6550
Epoch 1/1... Discriminator Loss: 1.6095... Generator Loss: 0.3464
Epoch 1/1... Discriminator Loss: 1.4347... Generator Loss: 2.9802
Epoch 1/1... Discriminator Loss: 0.9774... Generator Loss: 0.8680
Epoch 1/1... Discriminator Loss: 0.7261... Generator Loss: 1.1706
Epoch 1/1... Discriminator Loss: 1.0902... Generator Loss: 0.8440
Epoch 1/1... Discriminator Loss: 1.0921... Generator Loss: 1.5202
Epoch 1/1... Discriminator Loss: 1.4220... Generator Loss: 0.4511
Epoch 1/1... Discriminator Loss: 1.8496... Generator Loss: 2.4834
Epoch 1/1... Discriminator Loss: 1.7623... Generator Loss: 0.2877
Epoch 1/1... Discriminator Loss: 0.7852... Generator Loss: 1.7750
Epoch 1/1... Discriminator Loss: 0.8107... Generator Loss: 1.5691
Epoch 1/1... Discriminator Loss: 1.5351... Generator Loss: 0.4242
Epoch 1/1... Discriminator Loss: 0.9157... Generator Loss: 1.5970
Epoch 1/1... Discriminator Loss: 1.2902... Generator Loss: 0.6584
Epoch 1/1... Discriminator Loss: 0.7403... Generator Loss: 1.2771
Epoch 1/1... Discriminator Loss: 1.1899... Generator Loss: 0.6250
Epoch 1/1... Discriminator Loss: 0.8452... Generator Loss: 1.5684
Epoch 1/1... Discriminator Loss: 1.0570... Generator Loss: 0.8767
Epoch 1/1... Discriminator Loss: 1.2588... Generator Loss: 0.8798
Epoch 1/1... Discriminator Loss: 1.4227... Generator Loss: 0.5375
Epoch 1/1... Discriminator Loss: 1.4299... Generator Loss: 2.5618
Epoch 1/1... Discriminator Loss: 2.2414... Generator Loss: 0.1838
Epoch 1/1... Discriminator Loss: 1.2759... Generator Loss: 1.6426
Epoch 1/1... Discriminator Loss: 1.2048... Generator Loss: 0.7069
Epoch 1/1... Discriminator Loss: 1.0738... Generator Loss: 0.9596
Epoch 1/1... Discriminator Loss: 1.2067... Generator Loss: 1.4181
Epoch 1/1... Discriminator Loss: 1.3949... Generator Loss: 0.5874
Epoch 1/1... Discriminator Loss: 1.2073... Generator Loss: 2.1145
Epoch 1/1... Discriminator Loss: 0.9454... Generator Loss: 0.9499
Epoch 1/1... Discriminator Loss: 0.8736... Generator Loss: 1.0751
Epoch 1/1... Discriminator Loss: 1.1735... Generator Loss: 1.3325
Epoch 1/1... Discriminator Loss: 1.3118... Generator Loss: 0.5119
Epoch 1/1... Discriminator Loss: 1.7533... Generator Loss: 2.8652
Epoch 1/1... Discriminator Loss: 1.2542... Generator Loss: 0.6147
Epoch 1/1... Discriminator Loss: 1.0282... Generator Loss: 0.7156
Epoch 1/1... Discriminator Loss: 1.4829... Generator Loss: 2.6774
Epoch 1/1... Discriminator Loss: 1.0052... Generator Loss: 0.9511
Epoch 1/1... Discriminator Loss: 1.3033... Generator Loss: 0.4703
Epoch 1/1... Discriminator Loss: 1.2098... Generator Loss: 2.0613
Epoch 1/1... Discriminator Loss: 0.9403... Generator Loss: 1.0060
Epoch 1/1... Discriminator Loss: 1.4781... Generator Loss: 0.4065
Epoch 1/1... Discriminator Loss: 1.2650... Generator Loss: 2.2197
Epoch 1/1... Discriminator Loss: 0.8400... Generator Loss: 1.0678
Epoch 1/1... Discriminator Loss: 1.2653... Generator Loss: 0.5215
Epoch 1/1... Discriminator Loss: 1.0733... Generator Loss: 1.6699
Epoch 1/1... Discriminator Loss: 1.1064... Generator Loss: 0.8888
Epoch 1/1... Discriminator Loss: 1.0363... Generator Loss: 0.9253
Epoch 1/1... Discriminator Loss: 1.0238... Generator Loss: 1.1147
Epoch 1/1... Discriminator Loss: 1.0782... Generator Loss: 0.9140
Epoch 1/1... Discriminator Loss: 1.3097... Generator Loss: 2.3078
Epoch 1/1... Discriminator Loss: 1.4188... Generator Loss: 0.4964
Epoch 1/1... Discriminator Loss: 0.9955... Generator Loss: 1.2128
Epoch 1/1... Discriminator Loss: 0.8745... Generator Loss: 1.4264
Epoch 1/1... Discriminator Loss: 0.8518... Generator Loss: 0.9107
Epoch 1/1... Discriminator Loss: 0.7593... Generator Loss: 1.4615
Epoch 1/1... Discriminator Loss: 0.7336... Generator Loss: 1.4273
Epoch 1/1... Discriminator Loss: 0.6808... Generator Loss: 1.2436
Epoch 1/1... Discriminator Loss: 0.6600... Generator Loss: 1.3060
Epoch 1/1... Discriminator Loss: 0.9776... Generator Loss: 0.8589
Epoch 1/1... Discriminator Loss: 0.9447... Generator Loss: 1.0859
Epoch 1/1... Discriminator Loss: 0.5126... Generator Loss: 1.9688
Epoch 1/1... Discriminator Loss: 1.1965... Generator Loss: 0.5878
Epoch 1/1... Discriminator Loss: 2.1710... Generator Loss: 2.1133
Epoch 1/1... Discriminator Loss: 1.5524... Generator Loss: 0.3518
Epoch 1/1... Discriminator Loss: 0.8599... Generator Loss: 1.4428
Epoch 1/1... Discriminator Loss: 1.3585... Generator Loss: 1.0782
Epoch 1/1... Discriminator Loss: 1.5899... Generator Loss: 0.3931
Epoch 1/1... Discriminator Loss: 1.0133... Generator Loss: 1.5318
Epoch 1/1... Discriminator Loss: 0.8526... Generator Loss: 1.3173
Epoch 1/1... Discriminator Loss: 0.8428... Generator Loss: 0.9510
Epoch 1/1... Discriminator Loss: 0.8124... Generator Loss: 1.0443
Epoch 1/1... Discriminator Loss: 1.1612... Generator Loss: 1.1119
Epoch 1/1... Discriminator Loss: 1.2300... Generator Loss: 0.5875
Epoch 1/1... Discriminator Loss: 1.1029... Generator Loss: 1.6190
Epoch 1/1... Discriminator Loss: 1.1233... Generator Loss: 0.5995
Epoch 1/1... Discriminator Loss: 0.9769... Generator Loss: 1.6016
Epoch 1/1... Discriminator Loss: 1.1008... Generator Loss: 0.6471
Epoch 1/1... Discriminator Loss: 1.1097... Generator Loss: 1.5779
Epoch 1/1... Discriminator Loss: 0.8388... Generator Loss: 1.2390
Epoch 1/1... Discriminator Loss: 1.1942... Generator Loss: 0.5284
Epoch 1/1... Discriminator Loss: 1.0166... Generator Loss: 1.1996
Epoch 1/1... Discriminator Loss: 0.7090... Generator Loss: 1.4409
Epoch 1/1... Discriminator Loss: 0.9278... Generator Loss: 0.8481
Epoch 1/1... Discriminator Loss: 0.7662... Generator Loss: 1.2205
Epoch 1/1... Discriminator Loss: 0.7195... Generator Loss: 1.4105
Epoch 1/1... Discriminator Loss: 0.9778... Generator Loss: 1.0556
Epoch 1/1... Discriminator Loss: 1.0830... Generator Loss: 0.6178
Epoch 1/1... Discriminator Loss: 1.1355... Generator Loss: 1.3436
Epoch 1/1... Discriminator Loss: 0.9643... Generator Loss: 0.9715
Epoch 1/1... Discriminator Loss: 0.7033... Generator Loss: 1.3594
Epoch 1/1... Discriminator Loss: 0.5754... Generator Loss: 1.7566
Epoch 1/1... Discriminator Loss: 1.1694... Generator Loss: 0.6054
Epoch 1/1... Discriminator Loss: 1.3129... Generator Loss: 2.3662
Epoch 1/1... Discriminator Loss: 2.1015... Generator Loss: 0.2170
Epoch 1/1... Discriminator Loss: 1.6439... Generator Loss: 2.1980
Epoch 1/1... Discriminator Loss: 0.9055... Generator Loss: 0.8522
Epoch 1/1... Discriminator Loss: 0.8892... Generator Loss: 1.0832
Epoch 1/1... Discriminator Loss: 0.9513... Generator Loss: 1.0198
Epoch 1/1... Discriminator Loss: 1.1753... Generator Loss: 1.0763
Epoch 1/1... Discriminator Loss: 1.2482... Generator Loss: 0.5519
Epoch 1/1... Discriminator Loss: 1.1833... Generator Loss: 1.8804
Epoch 1/1... Discriminator Loss: 1.1572... Generator Loss: 0.5964
Epoch 1/1... Discriminator Loss: 1.2473... Generator Loss: 2.0151
Epoch 1/1... Discriminator Loss: 1.7584... Generator Loss: 0.2832
Epoch 1/1... Discriminator Loss: 1.1936... Generator Loss: 1.9822
Epoch 1/1... Discriminator Loss: 1.2713... Generator Loss: 0.5229
Epoch 1/1... Discriminator Loss: 1.0472... Generator Loss: 1.3488
Epoch 1/1... Discriminator Loss: 1.1669... Generator Loss: 0.6196
Epoch 1/1... Discriminator Loss: 1.1554... Generator Loss: 1.5151
Epoch 1/1... Discriminator Loss: 1.2764... Generator Loss: 0.6586
Epoch 1/1... Discriminator Loss: 1.0119... Generator Loss: 1.1854
Epoch 1/1... Discriminator Loss: 0.8989... Generator Loss: 1.3960
Epoch 1/1... Discriminator Loss: 1.2363... Generator Loss: 0.4970
Epoch 1/1... Discriminator Loss: 1.2716... Generator Loss: 1.8742
Epoch 1/1... Discriminator Loss: 1.1712... Generator Loss: 0.5660
Epoch 1/1... Discriminator Loss: 1.0737... Generator Loss: 1.7679
Epoch 1/1... Discriminator Loss: 0.7958... Generator Loss: 0.8905
Epoch 1/1... Discriminator Loss: 0.8077... Generator Loss: 1.0788
Epoch 1/1... Discriminator Loss: 0.7477... Generator Loss: 1.2526
Epoch 1/1... Discriminator Loss: 0.9308... Generator Loss: 0.9753
Epoch 1/1... Discriminator Loss: 0.7971... Generator Loss: 1.1156
Epoch 1/1... Discriminator Loss: 0.8620... Generator Loss: 0.9431
Epoch 1/1... Discriminator Loss: 0.8118... Generator Loss: 1.3249
Epoch 1/1... Discriminator Loss: 0.7473... Generator Loss: 1.0991
Epoch 1/1... Discriminator Loss: 0.9894... Generator Loss: 1.1153
Epoch 1/1... Discriminator Loss: 1.4292... Generator Loss: 2.8172
Epoch 1/1... Discriminator Loss: 1.9610... Generator Loss: 0.2232
Epoch 1/1... Discriminator Loss: 2.6199... Generator Loss: 3.3433
Epoch 1/1... Discriminator Loss: 1.1621... Generator Loss: 0.7082
Epoch 1/1... Discriminator Loss: 1.2899... Generator Loss: 0.4987
Epoch 1/1... Discriminator Loss: 0.9829... Generator Loss: 1.6535
Epoch 1/1... Discriminator Loss: 0.8280... Generator Loss: 1.4134
Epoch 1/1... Discriminator Loss: 1.0430... Generator Loss: 0.6903
Epoch 1/1... Discriminator Loss: 0.8641... Generator Loss: 0.8700
Epoch 1/1... Discriminator Loss: 0.9739... Generator Loss: 1.5524
Epoch 1/1... Discriminator Loss: 1.0511... Generator Loss: 0.6719
Epoch 1/1... Discriminator Loss: 0.9715... Generator Loss: 1.2915
Epoch 1/1... Discriminator Loss: 1.0416... Generator Loss: 0.8688
Epoch 1/1... Discriminator Loss: 1.0523... Generator Loss: 0.9228
Epoch 1/1... Discriminator Loss: 1.0836... Generator Loss: 0.7166
Epoch 1/1... Discriminator Loss: 1.1749... Generator Loss: 1.9230
Epoch 1/1... Discriminator Loss: 1.4830... Generator Loss: 0.3275
Epoch 1/1... Discriminator Loss: 1.4225... Generator Loss: 2.8668
Epoch 1/1... Discriminator Loss: 0.9932... Generator Loss: 0.8366
Epoch 1/1... Discriminator Loss: 1.1416... Generator Loss: 0.7776
Epoch 1/1... Discriminator Loss: 1.1776... Generator Loss: 1.8618
Epoch 1/1... Discriminator Loss: 1.3353... Generator Loss: 0.5350
Epoch 1/1... Discriminator Loss: 1.1983... Generator Loss: 1.1572
Epoch 1/1... Discriminator Loss: 1.2379... Generator Loss: 0.7090
Epoch 1/1... Discriminator Loss: 0.9861... Generator Loss: 1.6009
Epoch 1/1... Discriminator Loss: 1.1123... Generator Loss: 0.7534
Epoch 1/1... Discriminator Loss: 0.9158... Generator Loss: 1.3526
Epoch 1/1... Discriminator Loss: 0.9139... Generator Loss: 0.8868
Epoch 1/1... Discriminator Loss: 0.9184... Generator Loss: 1.0127
Epoch 1/1... Discriminator Loss: 0.8762... Generator Loss: 1.1356
Epoch 1/1... Discriminator Loss: 0.6994... Generator Loss: 1.2384
Epoch 1/1... Discriminator Loss: 0.9252... Generator Loss: 0.8252
Epoch 1/1... Discriminator Loss: 0.9695... Generator Loss: 1.0007
Epoch 1/1... Discriminator Loss: 1.3989... Generator Loss: 1.6151
Epoch 1/1... Discriminator Loss: 1.0807... Generator Loss: 0.5061
Epoch 1/1... Discriminator Loss: 1.6878... Generator Loss: 3.1802
Epoch 1/1... Discriminator Loss: 1.0984... Generator Loss: 0.7331
Epoch 1/1... Discriminator Loss: 0.7743... Generator Loss: 0.9437
Epoch 1/1... Discriminator Loss: 0.7574... Generator Loss: 1.4687
Epoch 1/1... Discriminator Loss: 1.1329... Generator Loss: 0.6416
Epoch 1/1... Discriminator Loss: 1.0849... Generator Loss: 2.2577
Epoch 1/1... Discriminator Loss: 1.0018... Generator Loss: 0.7454
Epoch 1/1... Discriminator Loss: 0.9700... Generator Loss: 1.1317
Epoch 1/1... Discriminator Loss: 1.0157... Generator Loss: 1.0002
Epoch 1/1... Discriminator Loss: 1.3969... Generator Loss: 0.4758
Epoch 1/1... Discriminator Loss: 1.3290... Generator Loss: 2.4626
Epoch 1/1... Discriminator Loss: 1.0238... Generator Loss: 0.7019
Epoch 1/1... Discriminator Loss: 0.8108... Generator Loss: 1.2977
Epoch 1/1... Discriminator Loss: 0.6437... Generator Loss: 1.5129
Epoch 1/1... Discriminator Loss: 0.8313... Generator Loss: 1.7133
Epoch 1/1... Discriminator Loss: 1.9118... Generator Loss: 0.2370
Epoch 1/1... Discriminator Loss: 1.7590... Generator Loss: 2.5908
Epoch 1/1... Discriminator Loss: 1.6100... Generator Loss: 0.3371
Epoch 1/1... Discriminator Loss: 1.2020... Generator Loss: 2.7401
Epoch 1/1... Discriminator Loss: 0.9928... Generator Loss: 0.7610
Epoch 1/1... Discriminator Loss: 1.1638... Generator Loss: 2.0117
Epoch 1/1... Discriminator Loss: 0.8649... Generator Loss: 1.0375
Epoch 1/1... Discriminator Loss: 1.0899... Generator Loss: 0.7005
Epoch 1/1... Discriminator Loss: 0.9470... Generator Loss: 1.6774
Epoch 1/1... Discriminator Loss: 1.4157... Generator Loss: 0.4548
Epoch 1/1... Discriminator Loss: 1.0861... Generator Loss: 1.8741
Epoch 1/1... Discriminator Loss: 1.3625... Generator Loss: 0.4311
Epoch 1/1... Discriminator Loss: 1.1036... Generator Loss: 1.6475
Epoch 1/1... Discriminator Loss: 0.9954... Generator Loss: 0.8296
Epoch 1/1... Discriminator Loss: 0.7138... Generator Loss: 1.3740
Epoch 1/1... Discriminator Loss: 0.8917... Generator Loss: 0.9240
Epoch 1/1... Discriminator Loss: 0.9730... Generator Loss: 1.1510
Epoch 1/1... Discriminator Loss: 0.5152... Generator Loss: 1.7709
Epoch 1/1... Discriminator Loss: 0.5634... Generator Loss: 1.6900
Epoch 1/1... Discriminator Loss: 1.6742... Generator Loss: 0.3015
Epoch 1/1... Discriminator Loss: 0.7870... Generator Loss: 2.0799
Epoch 1/1... Discriminator Loss: 0.8657... Generator Loss: 1.6098
Epoch 1/1... Discriminator Loss: 1.9126... Generator Loss: 0.2560
Epoch 1/1... Discriminator Loss: 0.9756... Generator Loss: 2.2168
Epoch 1/1... Discriminator Loss: 0.8744... Generator Loss: 1.1917
Epoch 1/1... Discriminator Loss: 1.0802... Generator Loss: 0.6567
Epoch 1/1... Discriminator Loss: 1.2499... Generator Loss: 1.5203
Epoch 1/1... Discriminator Loss: 1.1380... Generator Loss: 0.7481
Epoch 1/1... Discriminator Loss: 0.9608... Generator Loss: 1.7275
Epoch 1/1... Discriminator Loss: 0.9206... Generator Loss: 0.8165
Epoch 1/1... Discriminator Loss: 0.9989... Generator Loss: 1.9085
Epoch 1/1... Discriminator Loss: 1.2702... Generator Loss: 0.5439
Epoch 1/1... Discriminator Loss: 0.8621... Generator Loss: 1.9308
Epoch 1/1... Discriminator Loss: 1.0820... Generator Loss: 0.6957
Epoch 1/1... Discriminator Loss: 0.8998... Generator Loss: 1.2738
Epoch 1/1... Discriminator Loss: 0.9760... Generator Loss: 0.8655
Epoch 1/1... Discriminator Loss: 0.9556... Generator Loss: 0.8652
Epoch 1/1... Discriminator Loss: 1.0636... Generator Loss: 1.4612
Epoch 1/1... Discriminator Loss: 1.0271... Generator Loss: 0.6563
Epoch 1/1... Discriminator Loss: 0.5992... Generator Loss: 1.3587
Epoch 1/1... Discriminator Loss: 0.6449... Generator Loss: 1.4863
Epoch 1/1... Discriminator Loss: 1.1174... Generator Loss: 0.6208
Epoch 1/1... Discriminator Loss: 0.7140... Generator Loss: 2.3153
Epoch 1/1... Discriminator Loss: 0.7185... Generator Loss: 1.0005
Epoch 1/1... Discriminator Loss: 0.7581... Generator Loss: 1.2267
Epoch 1/1... Discriminator Loss: 1.2085... Generator Loss: 2.1447
Epoch 1/1... Discriminator Loss: 2.5832... Generator Loss: 0.1115
Epoch 1/1... Discriminator Loss: 3.5334... Generator Loss: 4.8630
Epoch 1/1... Discriminator Loss: 1.0023... Generator Loss: 1.4170
Epoch 1/1... Discriminator Loss: 1.6902... Generator Loss: 0.3036
Epoch 1/1... Discriminator Loss: 0.7997... Generator Loss: 1.0581
Epoch 1/1... Discriminator Loss: 1.1996... Generator Loss: 1.8975
Epoch 1/1... Discriminator Loss: 0.9682... Generator Loss: 1.0394
Epoch 1/1... Discriminator Loss: 1.1064... Generator Loss: 0.6528
Epoch 1/1... Discriminator Loss: 1.0659... Generator Loss: 1.2732
Epoch 1/1... Discriminator Loss: 1.0570... Generator Loss: 0.9600
Epoch 1/1... Discriminator Loss: 1.0659... Generator Loss: 0.8689
Epoch 1/1... Discriminator Loss: 1.1637... Generator Loss: 0.7876
Epoch 1/1... Discriminator Loss: 0.9325... Generator Loss: 1.1704
Epoch 1/1... Discriminator Loss: 1.1085... Generator Loss: 0.9701
Epoch 1/1... Discriminator Loss: 1.0316... Generator Loss: 0.9534
Epoch 1/1... Discriminator Loss: 1.0755... Generator Loss: 1.0452
Epoch 1/1... Discriminator Loss: 1.0974... Generator Loss: 1.7075
Epoch 1/1... Discriminator Loss: 1.2570... Generator Loss: 0.6477
Epoch 1/1... Discriminator Loss: 0.8482... Generator Loss: 1.5377
Epoch 1/1... Discriminator Loss: 1.1243... Generator Loss: 0.8438
Epoch 1/1... Discriminator Loss: 1.0011... Generator Loss: 1.2495
Epoch 1/1... Discriminator Loss: 0.9257... Generator Loss: 1.2207
Epoch 1/1... Discriminator Loss: 1.0735... Generator Loss: 0.8850
Epoch 1/1... Discriminator Loss: 0.9762... Generator Loss: 1.0312
Epoch 1/1... Discriminator Loss: 1.1964... Generator Loss: 1.6365
Epoch 1/1... Discriminator Loss: 1.6203... Generator Loss: 0.4131
Epoch 1/1... Discriminator Loss: 1.1481... Generator Loss: 1.9203
Epoch 1/1... Discriminator Loss: 0.8969... Generator Loss: 1.0650
Epoch 1/1... Discriminator Loss: 1.1909... Generator Loss: 0.5203
Epoch 1/1... Discriminator Loss: 0.9081... Generator Loss: 2.0124
Epoch 1/1... Discriminator Loss: 0.8150... Generator Loss: 1.2878
Epoch 1/1... Discriminator Loss: 1.2977... Generator Loss: 0.4786
Epoch 1/1... Discriminator Loss: 1.1147... Generator Loss: 1.2153
Epoch 1/1... Discriminator Loss: 1.0023... Generator Loss: 1.0912
Epoch 1/1... Discriminator Loss: 1.2189... Generator Loss: 0.6057
Epoch 1/1... Discriminator Loss: 1.0276... Generator Loss: 1.3161
Epoch 1/1... Discriminator Loss: 1.1143... Generator Loss: 0.8008
Epoch 1/1... Discriminator Loss: 1.0748... Generator Loss: 0.7006
Epoch 1/1... Discriminator Loss: 1.2555... Generator Loss: 2.3666
Epoch 1/1... Discriminator Loss: 1.1179... Generator Loss: 0.5860
Epoch 1/1... Discriminator Loss: 0.7176... Generator Loss: 1.4535
Epoch 1/1... Discriminator Loss: 0.7933... Generator Loss: 1.1138
Epoch 1/1... Discriminator Loss: 0.6049... Generator Loss: 1.4930
Epoch 1/1... Discriminator Loss: 0.7323... Generator Loss: 1.0398
Epoch 1/1... Discriminator Loss: 0.8123... Generator Loss: 1.4117
Epoch 1/1... Discriminator Loss: 0.6442... Generator Loss: 1.5860
Epoch 1/1... Discriminator Loss: 0.8863... Generator Loss: 0.8608
Epoch 1/1... Discriminator Loss: 0.6951... Generator Loss: 1.8724
Epoch 1/1... Discriminator Loss: 0.8290... Generator Loss: 0.8909
Epoch 1/1... Discriminator Loss: 0.7900... Generator Loss: 1.4928
Epoch 1/1... Discriminator Loss: 0.5801... Generator Loss: 1.1917
Epoch 1/1... Discriminator Loss: 0.4764... Generator Loss: 2.1477
Epoch 1/1... Discriminator Loss: 1.2185... Generator Loss: 0.4848
Epoch 1/1... Discriminator Loss: 1.7341... Generator Loss: 3.2969
Epoch 1/1... Discriminator Loss: 1.0243... Generator Loss: 1.1668
Epoch 1/1... Discriminator Loss: 1.5087... Generator Loss: 0.4683
Epoch 1/1... Discriminator Loss: 1.5737... Generator Loss: 1.5202
Epoch 1/1... Discriminator Loss: 1.6325... Generator Loss: 0.4625
Epoch 1/1... Discriminator Loss: 1.1087... Generator Loss: 1.1082
Epoch 1/1... Discriminator Loss: 0.9372... Generator Loss: 0.9903
Epoch 1/1... Discriminator Loss: 0.9554... Generator Loss: 1.0447
Epoch 1/1... Discriminator Loss: 0.7792... Generator Loss: 1.5375
Epoch 1/1... Discriminator Loss: 0.6927... Generator Loss: 1.2437
Epoch 1/1... Discriminator Loss: 0.8645... Generator Loss: 0.7975
Epoch 1/1... Discriminator Loss: 0.8727... Generator Loss: 1.7534
Epoch 1/1... Discriminator Loss: 1.2563... Generator Loss: 0.5594
Epoch 1/1... Discriminator Loss: 1.0293... Generator Loss: 1.7754
Epoch 1/1... Discriminator Loss: 1.0499... Generator Loss: 0.8457
Epoch 1/1... Discriminator Loss: 0.8794... Generator Loss: 1.1178
Epoch 1/1... Discriminator Loss: 0.9309... Generator Loss: 1.8029
Epoch 1/1... Discriminator Loss: 1.3350... Generator Loss: 0.4994
Epoch 1/1... Discriminator Loss: 1.3485... Generator Loss: 2.6585
Epoch 1/1... Discriminator Loss: 1.9926... Generator Loss: 0.2331
Epoch 1/1... Discriminator Loss: 1.5610... Generator Loss: 2.1569
Epoch 1/1... Discriminator Loss: 1.4189... Generator Loss: 0.7676
Epoch 1/1... Discriminator Loss: 1.0595... Generator Loss: 0.9825
Epoch 1/1... Discriminator Loss: 0.9255... Generator Loss: 1.3984
Epoch 1/1... Discriminator Loss: 1.1416... Generator Loss: 0.7306
Epoch 1/1... Discriminator Loss: 1.0677... Generator Loss: 1.5179
Epoch 1/1... Discriminator Loss: 1.1803... Generator Loss: 0.5883
Epoch 1/1... Discriminator Loss: 1.0173... Generator Loss: 1.7175
Epoch 1/1... Discriminator Loss: 1.0313... Generator Loss: 0.8608
Epoch 1/1... Discriminator Loss: 1.0644... Generator Loss: 0.7466
Epoch 1/1... Discriminator Loss: 1.2582... Generator Loss: 1.1283
Epoch 1/1... Discriminator Loss: 1.2502... Generator Loss: 0.5329
Epoch 1/1... Discriminator Loss: 0.9115... Generator Loss: 1.8011
Epoch 1/1... Discriminator Loss: 0.9600... Generator Loss: 0.9506
Epoch 1/1... Discriminator Loss: 0.8411... Generator Loss: 1.2337
Epoch 1/1... Discriminator Loss: 0.8781... Generator Loss: 1.0875
Epoch 1/1... Discriminator Loss: 0.9607... Generator Loss: 0.8184
Epoch 1/1... Discriminator Loss: 0.7828... Generator Loss: 1.4061
Epoch 1/1... Discriminator Loss: 1.1802... Generator Loss: 0.8079
Epoch 1/1... Discriminator Loss: 1.1898... Generator Loss: 0.8128
Epoch 1/1... Discriminator Loss: 0.9593... Generator Loss: 1.3062
Epoch 1/1... Discriminator Loss: 1.3165... Generator Loss: 0.4942
Epoch 1/1... Discriminator Loss: 1.0447... Generator Loss: 1.4381
Epoch 1/1... Discriminator Loss: 0.8615... Generator Loss: 0.9113
Epoch 1/1... Discriminator Loss: 0.6299... Generator Loss: 1.4517
Epoch 1/1... Discriminator Loss: 0.7020... Generator Loss: 1.1726
Epoch 1/1... Discriminator Loss: 0.8163... Generator Loss: 1.7061
Epoch 1/1... Discriminator Loss: 1.3584... Generator Loss: 0.4761
Epoch 1/1... Discriminator Loss: 0.8249... Generator Loss: 1.9039
Epoch 1/1... Discriminator Loss: 1.3563... Generator Loss: 0.4973
Epoch 1/1... Discriminator Loss: 1.1969... Generator Loss: 1.9160
Epoch 1/1... Discriminator Loss: 1.2870... Generator Loss: 0.6137
Epoch 1/1... Discriminator Loss: 1.3693... Generator Loss: 0.5132
Epoch 1/1... Discriminator Loss: 1.2793... Generator Loss: 1.4619
Epoch 1/1... Discriminator Loss: 0.9779... Generator Loss: 0.8206
Epoch 1/1... Discriminator Loss: 0.9012... Generator Loss: 1.1888
Epoch 1/1... Discriminator Loss: 1.1008... Generator Loss: 0.7464
Epoch 1/1... Discriminator Loss: 1.3551... Generator Loss: 2.1293
Epoch 1/1... Discriminator Loss: 1.8179... Generator Loss: 0.2668
Epoch 1/1... Discriminator Loss: 0.9447... Generator Loss: 1.5782
Epoch 1/1... Discriminator Loss: 0.8609... Generator Loss: 1.5140
Epoch 1/1... Discriminator Loss: 1.2289... Generator Loss: 0.6469
Epoch 1/1... Discriminator Loss: 0.8425... Generator Loss: 1.7547
Epoch 1/1... Discriminator Loss: 1.2852... Generator Loss: 0.6463
Epoch 1/1... Discriminator Loss: 1.0555... Generator Loss: 1.3416
Epoch 1/1... Discriminator Loss: 1.0725... Generator Loss: 0.7416
Epoch 1/1... Discriminator Loss: 0.8205... Generator Loss: 1.5095
Epoch 1/1... Discriminator Loss: 1.4320... Generator Loss: 0.4386
Epoch 1/1... Discriminator Loss: 1.1620... Generator Loss: 2.5209
Epoch 1/1... Discriminator Loss: 1.0974... Generator Loss: 0.6292
Epoch 1/1... Discriminator Loss: 1.2266... Generator Loss: 2.3976
Epoch 1/1... Discriminator Loss: 0.9310... Generator Loss: 0.8163
Epoch 1/1... Discriminator Loss: 1.1469... Generator Loss: 1.3005
Epoch 1/1... Discriminator Loss: 1.2728... Generator Loss: 0.5278
Epoch 1/1... Discriminator Loss: 1.2125... Generator Loss: 1.3530
Epoch 1/1... Discriminator Loss: 0.8170... Generator Loss: 1.2297
Epoch 1/1... Discriminator Loss: 0.9167... Generator Loss: 0.9092
Epoch 1/1... Discriminator Loss: 0.5053... Generator Loss: 1.7935
Epoch 1/1... Discriminator Loss: 0.3523... Generator Loss: 2.2235
Epoch 1/1... Discriminator Loss: 0.8557... Generator Loss: 0.7456
Epoch 1/1... Discriminator Loss: 0.8598... Generator Loss: 1.1453
Epoch 1/1... Discriminator Loss: 0.8014... Generator Loss: 2.7506
Epoch 1/1... Discriminator Loss: 0.8611... Generator Loss: 1.6706
Epoch 1/1... Discriminator Loss: 1.6691... Generator Loss: 0.3288
Epoch 1/1... Discriminator Loss: 1.4113... Generator Loss: 2.4549
Epoch 1/1... Discriminator Loss: 1.0020... Generator Loss: 0.8674
Epoch 1/1... Discriminator Loss: 1.2322... Generator Loss: 0.5877
Epoch 1/1... Discriminator Loss: 0.8347... Generator Loss: 1.8849
Epoch 1/1... Discriminator Loss: 1.0634... Generator Loss: 0.7333
Epoch 1/1... Discriminator Loss: 0.8651... Generator Loss: 1.1621
Epoch 1/1... Discriminator Loss: 0.9139... Generator Loss: 1.0540
Epoch 1/1... Discriminator Loss: 1.3803... Generator Loss: 0.5250
Epoch 1/1... Discriminator Loss: 1.4303... Generator Loss: 1.5555
Epoch 1/1... Discriminator Loss: 1.8369... Generator Loss: 0.3382
Epoch 1/1... Discriminator Loss: 1.3164... Generator Loss: 2.1267
Epoch 1/1... Discriminator Loss: 1.1562... Generator Loss: 0.7493
Epoch 1/1... Discriminator Loss: 1.4376... Generator Loss: 0.5797
Epoch 1/1... Discriminator Loss: 1.5151... Generator Loss: 1.3735
Epoch 1/1... Discriminator Loss: 1.4236... Generator Loss: 0.5273
Epoch 1/1... Discriminator Loss: 1.0680... Generator Loss: 1.7573
Epoch 1/1... Discriminator Loss: 0.9889... Generator Loss: 1.0678
Epoch 1/1... Discriminator Loss: 0.8459... Generator Loss: 1.1050
Epoch 1/1... Discriminator Loss: 0.8853... Generator Loss: 0.9504
Epoch 1/1... Discriminator Loss: 0.7796... Generator Loss: 1.9775
Epoch 1/1... Discriminator Loss: 0.9164... Generator Loss: 0.7877
Epoch 1/1... Discriminator Loss: 1.2373... Generator Loss: 1.3045
Epoch 1/1... Discriminator Loss: 1.5729... Generator Loss: 0.3371
Epoch 1/1... Discriminator Loss: 1.3785... Generator Loss: 2.0957
Epoch 1/1... Discriminator Loss: 1.7137... Generator Loss: 0.3052
Epoch 1/1... Discriminator Loss: 0.6554... Generator Loss: 2.0957
Epoch 1/1... Discriminator Loss: 0.9361... Generator Loss: 1.0224
Epoch 1/1... Discriminator Loss: 0.9288... Generator Loss: 1.2177
Epoch 1/1... Discriminator Loss: 1.0800... Generator Loss: 0.8534
Epoch 1/1... Discriminator Loss: 0.8425... Generator Loss: 1.3946
Epoch 1/1... Discriminator Loss: 1.8373... Generator Loss: 0.3162
Epoch 1/1... Discriminator Loss: 2.2931... Generator Loss: 2.9555
Epoch 1/1... Discriminator Loss: 1.2656... Generator Loss: 0.6997
Epoch 1/1... Discriminator Loss: 1.2928... Generator Loss: 0.6077
Epoch 1/1... Discriminator Loss: 1.0379... Generator Loss: 1.5448
Epoch 1/1... Discriminator Loss: 1.0351... Generator Loss: 0.7770
Epoch 1/1... Discriminator Loss: 1.0742... Generator Loss: 0.8328
Epoch 1/1... Discriminator Loss: 0.7358... Generator Loss: 1.4429
Epoch 1/1... Discriminator Loss: 1.0201... Generator Loss: 0.9588
Epoch 1/1... Discriminator Loss: 0.8427... Generator Loss: 0.9482
Epoch 1/1... Discriminator Loss: 0.8922... Generator Loss: 1.1696
Epoch 1/1... Discriminator Loss: 0.9805... Generator Loss: 0.9052
Epoch 1/1... Discriminator Loss: 0.9292... Generator Loss: 1.2316
Epoch 1/1... Discriminator Loss: 0.8762... Generator Loss: 1.0962
Epoch 1/1... Discriminator Loss: 0.8138... Generator Loss: 1.0315
Epoch 1/1... Discriminator Loss: 0.6332... Generator Loss: 1.6227
Epoch 1/1... Discriminator Loss: 0.8958... Generator Loss: 0.8574
Epoch 1/1... Discriminator Loss: 0.9247... Generator Loss: 1.0839
Epoch 1/1... Discriminator Loss: 0.6324... Generator Loss: 1.2493
Epoch 1/1... Discriminator Loss: 0.8328... Generator Loss: 1.2089
Epoch 1/1... Discriminator Loss: 0.7397... Generator Loss: 1.6127
Epoch 1/1... Discriminator Loss: 0.6471... Generator Loss: 1.1731
Epoch 1/1... Discriminator Loss: 1.2290... Generator Loss: 1.7569
Epoch 1/1... Discriminator Loss: 2.5753... Generator Loss: 0.1423
Epoch 1/1... Discriminator Loss: 2.5714... Generator Loss: 4.1558
Epoch 1/1... Discriminator Loss: 0.8968... Generator Loss: 1.4741
Epoch 1/1... Discriminator Loss: 1.6925... Generator Loss: 0.3405
Epoch 1/1... Discriminator Loss: 1.1348... Generator Loss: 1.9079
Epoch 1/1... Discriminator Loss: 1.0785... Generator Loss: 1.1585
Epoch 1/1... Discriminator Loss: 1.2598... Generator Loss: 0.5858
Epoch 1/1... Discriminator Loss: 1.2458... Generator Loss: 1.5613
Epoch 1/1... Discriminator Loss: 1.1836... Generator Loss: 0.6025
Epoch 1/1... Discriminator Loss: 1.0852... Generator Loss: 1.2006
Epoch 1/1... Discriminator Loss: 1.0580... Generator Loss: 0.8552
Epoch 1/1... Discriminator Loss: 1.2491... Generator Loss: 1.4575
Epoch 1/1... Discriminator Loss: 1.3336... Generator Loss: 0.4780
Epoch 1/1... Discriminator Loss: 1.0911... Generator Loss: 1.6756
Epoch 1/1... Discriminator Loss: 1.0461... Generator Loss: 0.7105
Epoch 1/1... Discriminator Loss: 0.9446... Generator Loss: 1.2149
Epoch 1/1... Discriminator Loss: 0.8179... Generator Loss: 1.2971
Epoch 1/1... Discriminator Loss: 0.9663... Generator Loss: 0.8580
Epoch 1/1... Discriminator Loss: 0.7757... Generator Loss: 1.6874
Epoch 1/1... Discriminator Loss: 1.0476... Generator Loss: 0.6779
Epoch 1/1... Discriminator Loss: 0.8657... Generator Loss: 1.0090
Epoch 1/1... Discriminator Loss: 0.7167... Generator Loss: 1.6788
Epoch 1/1... Discriminator Loss: 1.3656... Generator Loss: 0.4924
Epoch 1/1... Discriminator Loss: 0.9440... Generator Loss: 1.5566
Epoch 1/1... Discriminator Loss: 1.0981... Generator Loss: 0.5602
Epoch 1/1... Discriminator Loss: 0.8122... Generator Loss: 1.9142
Epoch 1/1... Discriminator Loss: 1.4705... Generator Loss: 0.4519
Epoch 1/1... Discriminator Loss: 1.9798... Generator Loss: 2.3641
Epoch 1/1... Discriminator Loss: 1.4441... Generator Loss: 0.4490
Epoch 1/1... Discriminator Loss: 1.5565... Generator Loss: 1.5850
Epoch 1/1... Discriminator Loss: 1.1311... Generator Loss: 0.7653
Epoch 1/1... Discriminator Loss: 1.1611... Generator Loss: 0.6356
Epoch 1/1... Discriminator Loss: 1.1240... Generator Loss: 1.2637
Epoch 1/1... Discriminator Loss: 1.1348... Generator Loss: 0.8652
Epoch 1/1... Discriminator Loss: 0.9946... Generator Loss: 1.1269
Epoch 1/1... Discriminator Loss: 0.8175... Generator Loss: 1.4517
Epoch 1/1... Discriminator Loss: 1.2088... Generator Loss: 0.5911
Epoch 1/1... Discriminator Loss: 0.8795... Generator Loss: 1.3811
Epoch 1/1... Discriminator Loss: 1.0106... Generator Loss: 0.8594
Epoch 1/1... Discriminator Loss: 0.9172... Generator Loss: 1.0102
Epoch 1/1... Discriminator Loss: 1.0491... Generator Loss: 0.9416
Epoch 1/1... Discriminator Loss: 1.2873... Generator Loss: 0.5716
Epoch 1/1... Discriminator Loss: 1.2315... Generator Loss: 2.2292
Epoch 1/1... Discriminator Loss: 0.9671... Generator Loss: 0.6813
Epoch 1/1... Discriminator Loss: 0.8373... Generator Loss: 1.2613
Epoch 1/1... Discriminator Loss: 0.5032... Generator Loss: 1.6800
Epoch 1/1... Discriminator Loss: 0.4743... Generator Loss: 1.6036
Epoch 1/1... Discriminator Loss: 0.8500... Generator Loss: 0.8161
Epoch 1/1... Discriminator Loss: 0.9415... Generator Loss: 0.8906
Epoch 1/1... Discriminator Loss: 0.7848... Generator Loss: 0.9591
Epoch 1/1... Discriminator Loss: 1.0080... Generator Loss: 1.4351
Epoch 1/1... Discriminator Loss: 0.6533... Generator Loss: 1.1173
Epoch 1/1... Discriminator Loss: 1.3635... Generator Loss: 2.6910
Epoch 1/1... Discriminator Loss: 2.1492... Generator Loss: 0.2025
Epoch 1/1... Discriminator Loss: 0.8494... Generator Loss: 1.2195
Epoch 1/1... Discriminator Loss: 1.0596... Generator Loss: 1.9054
Epoch 1/1... Discriminator Loss: 1.3864... Generator Loss: 0.4602
Epoch 1/1... Discriminator Loss: 0.9627... Generator Loss: 1.2672
Epoch 1/1... Discriminator Loss: 1.0065... Generator Loss: 1.0999
Epoch 1/1... Discriminator Loss: 1.3284... Generator Loss: 0.6504
Epoch 1/1... Discriminator Loss: 1.0304... Generator Loss: 1.2748
Epoch 1/1... Discriminator Loss: 0.8869... Generator Loss: 0.9376
Epoch 1/1... Discriminator Loss: 0.9220... Generator Loss: 1.4501
Epoch 1/1... Discriminator Loss: 1.7025... Generator Loss: 0.3645
Epoch 1/1... Discriminator Loss: 1.5237... Generator Loss: 3.1706
Epoch 1/1... Discriminator Loss: 1.4164... Generator Loss: 0.4192
Epoch 1/1... Discriminator Loss: 1.1412... Generator Loss: 1.5291
Epoch 1/1... Discriminator Loss: 0.9130... Generator Loss: 0.9635
Epoch 1/1... Discriminator Loss: 0.7806... Generator Loss: 1.1679
Epoch 1/1... Discriminator Loss: 0.6580... Generator Loss: 1.5942
Epoch 1/1... Discriminator Loss: 0.9870... Generator Loss: 0.8574
Epoch 1/1... Discriminator Loss: 0.9289... Generator Loss: 1.3876
Epoch 1/1... Discriminator Loss: 1.1057... Generator Loss: 0.8661
Epoch 1/1... Discriminator Loss: 2.0478... Generator Loss: 1.7851
Epoch 1/1... Discriminator Loss: 1.4824... Generator Loss: 0.3975
Epoch 1/1... Discriminator Loss: 1.0438... Generator Loss: 1.1030
Epoch 1/1... Discriminator Loss: 0.8505... Generator Loss: 1.4242
Epoch 1/1... Discriminator Loss: 1.0314... Generator Loss: 0.7797
Epoch 1/1... Discriminator Loss: 1.0325... Generator Loss: 1.0952
Epoch 1/1... Discriminator Loss: 0.8222... Generator Loss: 1.1479
Epoch 1/1... Discriminator Loss: 0.9306... Generator Loss: 1.1790
Epoch 1/1... Discriminator Loss: 1.0265... Generator Loss: 0.7721
Epoch 1/1... Discriminator Loss: 1.0596... Generator Loss: 0.8354
Epoch 1/1... Discriminator Loss: 1.0364... Generator Loss: 1.2066
Epoch 1/1... Discriminator Loss: 1.0488... Generator Loss: 0.6962
Epoch 1/1... Discriminator Loss: 1.1274... Generator Loss: 0.7059
Epoch 1/1... Discriminator Loss: 1.0337... Generator Loss: 1.8663
Epoch 1/1... Discriminator Loss: 1.1695... Generator Loss: 0.5486
Epoch 1/1... Discriminator Loss: 0.7549... Generator Loss: 1.2296
Epoch 1/1... Discriminator Loss: 1.0260... Generator Loss: 1.3348
Epoch 1/1... Discriminator Loss: 1.3410... Generator Loss: 0.4323
Epoch 1/1... Discriminator Loss: 1.0992... Generator Loss: 2.1936
Epoch 1/1... Discriminator Loss: 0.9526... Generator Loss: 0.8581
Epoch 1/1... Discriminator Loss: 1.2639... Generator Loss: 0.5299
Epoch 1/1... Discriminator Loss: 1.5289... Generator Loss: 1.2033
Epoch 1/1... Discriminator Loss: 1.1419... Generator Loss: 0.7722
Epoch 1/1... Discriminator Loss: 0.8958... Generator Loss: 1.1601
Epoch 1/1... Discriminator Loss: 1.1444... Generator Loss: 1.4089
Epoch 1/1... Discriminator Loss: 2.0505... Generator Loss: 0.1946
Epoch 1/1... Discriminator Loss: 1.3955... Generator Loss: 2.1899
Epoch 1/1... Discriminator Loss: 0.9934... Generator Loss: 0.9313
Epoch 1/1... Discriminator Loss: 0.9817... Generator Loss: 0.8579
Epoch 1/1... Discriminator Loss: 1.1240... Generator Loss: 1.1048
Epoch 1/1... Discriminator Loss: 0.7956... Generator Loss: 1.2058
Epoch 1/1... Discriminator Loss: 0.8295... Generator Loss: 0.9954
Epoch 1/1... Discriminator Loss: 0.9921... Generator Loss: 1.0167
Epoch 1/1... Discriminator Loss: 0.6574... Generator Loss: 1.5813
Epoch 1/1... Discriminator Loss: 1.2226... Generator Loss: 0.4890
Epoch 1/1... Discriminator Loss: 1.1669... Generator Loss: 2.0224
Epoch 1/1... Discriminator Loss: 1.1032... Generator Loss: 0.6087
Epoch 1/1... Discriminator Loss: 0.6229... Generator Loss: 1.7216
Epoch 1/1... Discriminator Loss: 0.6469... Generator Loss: 1.2598
Epoch 1/1... Discriminator Loss: 0.7310... Generator Loss: 1.0337
Epoch 1/1... Discriminator Loss: 1.1939... Generator Loss: 2.8910
Epoch 1/1... Discriminator Loss: 1.6087... Generator Loss: 0.3579
Epoch 1/1... Discriminator Loss: 0.8441... Generator Loss: 1.4553
Epoch 1/1... Discriminator Loss: 0.8097... Generator Loss: 1.4026
Epoch 1/1... Discriminator Loss: 0.9214... Generator Loss: 0.9404
Epoch 1/1... Discriminator Loss: 1.0308... Generator Loss: 1.2070
Epoch 1/1... Discriminator Loss: 1.0810... Generator Loss: 0.7568
Epoch 1/1... Discriminator Loss: 0.9999... Generator Loss: 2.0340
Epoch 1/1... Discriminator Loss: 1.0910... Generator Loss: 0.5938
Epoch 1/1... Discriminator Loss: 1.5764... Generator Loss: 2.2256
Epoch 1/1... Discriminator Loss: 1.3539... Generator Loss: 0.4727
Epoch 1/1... Discriminator Loss: 1.1336... Generator Loss: 1.5702
Epoch 1/1... Discriminator Loss: 0.9591... Generator Loss: 0.9385
Epoch 1/1... Discriminator Loss: 1.0646... Generator Loss: 0.6149
Epoch 1/1... Discriminator Loss: 1.0114... Generator Loss: 1.9625
Epoch 1/1... Discriminator Loss: 0.6951... Generator Loss: 1.0629
Epoch 1/1... Discriminator Loss: 0.7567... Generator Loss: 0.9976
Epoch 1/1... Discriminator Loss: 0.9001... Generator Loss: 1.1998
Epoch 1/1... Discriminator Loss: 0.7671... Generator Loss: 1.5849
Epoch 1/1... Discriminator Loss: 0.9084... Generator Loss: 1.2947
Epoch 1/1... Discriminator Loss: 1.9983... Generator Loss: 0.2055
Epoch 1/1... Discriminator Loss: 2.2467... Generator Loss: 2.6555
Epoch 1/1... Discriminator Loss: 1.4307... Generator Loss: 0.5022
Epoch 1/1... Discriminator Loss: 0.9982... Generator Loss: 0.9007
Epoch 1/1... Discriminator Loss: 1.1461... Generator Loss: 1.1254
Epoch 1/1... Discriminator Loss: 1.1756... Generator Loss: 0.9048
Epoch 1/1... Discriminator Loss: 1.1926... Generator Loss: 0.6389
Epoch 1/1... Discriminator Loss: 1.1709... Generator Loss: 1.2160
Epoch 1/1... Discriminator Loss: 0.9799... Generator Loss: 0.9998
Epoch 1/1... Discriminator Loss: 0.9017... Generator Loss: 1.0023
Epoch 1/1... Discriminator Loss: 1.0061... Generator Loss: 1.1708
Epoch 1/1... Discriminator Loss: 1.1223... Generator Loss: 0.9744
Epoch 1/1... Discriminator Loss: 1.0052... Generator Loss: 0.7800
Epoch 1/1... Discriminator Loss: 1.0966... Generator Loss: 1.3732
Epoch 1/1... Discriminator Loss: 1.3164... Generator Loss: 0.4632
Epoch 1/1... Discriminator Loss: 1.0508... Generator Loss: 1.3137
Epoch 1/1... Discriminator Loss: 0.7110... Generator Loss: 1.3517
Epoch 1/1... Discriminator Loss: 1.0596... Generator Loss: 0.8505
Epoch 1/1... Discriminator Loss: 0.8819... Generator Loss: 1.0650
Epoch 1/1... Discriminator Loss: 1.0353... Generator Loss: 1.0800
Epoch 1/1... Discriminator Loss: 1.0446... Generator Loss: 0.7964
Epoch 1/1... Discriminator Loss: 0.8785... Generator Loss: 1.5944
Epoch 1/1... Discriminator Loss: 0.9131... Generator Loss: 0.9138
Epoch 1/1... Discriminator Loss: 0.8485... Generator Loss: 1.2435
Epoch 1/1... Discriminator Loss: 0.9496... Generator Loss: 0.9478
Epoch 1/1... Discriminator Loss: 0.6094... Generator Loss: 1.5000
Epoch 1/1... Discriminator Loss: 1.1685... Generator Loss: 0.5485
Epoch 1/1... Discriminator Loss: 1.1898... Generator Loss: 2.1971
Epoch 1/1... Discriminator Loss: 1.0538... Generator Loss: 0.6204
Epoch 1/1... Discriminator Loss: 0.7176... Generator Loss: 1.8341
Epoch 1/1... Discriminator Loss: 1.2554... Generator Loss: 0.6093
Epoch 1/1... Discriminator Loss: 0.7293... Generator Loss: 1.1276
Epoch 1/1... Discriminator Loss: 0.9119... Generator Loss: 1.3808
Epoch 1/1... Discriminator Loss: 1.8392... Generator Loss: 0.3083
Epoch 1/1... Discriminator Loss: 2.3273... Generator Loss: 3.4891
Epoch 1/1... Discriminator Loss: 1.4094... Generator Loss: 0.6320
Epoch 1/1... Discriminator Loss: 1.2414... Generator Loss: 0.7673
Epoch 1/1... Discriminator Loss: 1.1583... Generator Loss: 0.9195
Epoch 1/1... Discriminator Loss: 1.0372... Generator Loss: 0.8720
Epoch 1/1... Discriminator Loss: 1.0589... Generator Loss: 0.9380
Epoch 1/1... Discriminator Loss: 0.9926... Generator Loss: 0.9415
Epoch 1/1... Discriminator Loss: 1.0635... Generator Loss: 1.0286
Epoch 1/1... Discriminator Loss: 0.7454... Generator Loss: 1.1007
Epoch 1/1... Discriminator Loss: 0.7792... Generator Loss: 1.8007
Epoch 1/1... Discriminator Loss: 1.2001... Generator Loss: 0.5391
Epoch 1/1... Discriminator Loss: 1.4356... Generator Loss: 1.9281
Epoch 1/1... Discriminator Loss: 1.2867... Generator Loss: 0.5126
Epoch 1/1... Discriminator Loss: 0.8898... Generator Loss: 1.7935
Epoch 1/1... Discriminator Loss: 0.7290... Generator Loss: 1.2678
Epoch 1/1... Discriminator Loss: 1.1635... Generator Loss: 0.5357
Epoch 1/1... Discriminator Loss: 1.1742... Generator Loss: 1.7803
Epoch 1/1... Discriminator Loss: 1.0854... Generator Loss: 1.2438
Epoch 1/1... Discriminator Loss: 1.4410... Generator Loss: 0.4500
Epoch 1/1... Discriminator Loss: 1.1459... Generator Loss: 1.0937
Epoch 1/1... Discriminator Loss: 1.0753... Generator Loss: 0.8481
Epoch 1/1... Discriminator Loss: 0.9079... Generator Loss: 1.1000
Epoch 1/1... Discriminator Loss: 0.8849... Generator Loss: 1.1937
Epoch 1/1... Discriminator Loss: 1.1426... Generator Loss: 0.6714
Epoch 1/1... Discriminator Loss: 0.9911... Generator Loss: 1.1661
Epoch 1/1... Discriminator Loss: 1.1657... Generator Loss: 0.7371
Epoch 1/1... Discriminator Loss: 1.1207... Generator Loss: 0.8681
Epoch 1/1... Discriminator Loss: 0.9765... Generator Loss: 1.2215
Epoch 1/1... Discriminator Loss: 1.0535... Generator Loss: 0.7887
Epoch 1/1... Discriminator Loss: 0.9081... Generator Loss: 1.2098
Epoch 1/1... Discriminator Loss: 0.9457... Generator Loss: 1.0891
Epoch 1/1... Discriminator Loss: 1.1697... Generator Loss: 0.7826
Epoch 1/1... Discriminator Loss: 1.2444... Generator Loss: 0.8417
Epoch 1/1... Discriminator Loss: 0.9254... Generator Loss: 1.6078
Epoch 1/1... Discriminator Loss: 1.0959... Generator Loss: 0.8981
Epoch 1/1... Discriminator Loss: 1.5887... Generator Loss: 0.4175
Epoch 1/1... Discriminator Loss: 1.5830... Generator Loss: 2.0460
Epoch 1/1... Discriminator Loss: 1.4702... Generator Loss: 0.3728
Epoch 1/1... Discriminator Loss: 1.1943... Generator Loss: 1.9249
Epoch 1/1... Discriminator Loss: 1.1586... Generator Loss: 0.6840
Epoch 1/1... Discriminator Loss: 1.0076... Generator Loss: 0.8214
Epoch 1/1... Discriminator Loss: 0.9719... Generator Loss: 1.0635
Epoch 1/1... Discriminator Loss: 1.0334... Generator Loss: 1.0455
Epoch 1/1... Discriminator Loss: 0.8910... Generator Loss: 1.2387
Epoch 1/1... Discriminator Loss: 1.1539... Generator Loss: 0.6702
Epoch 1/1... Discriminator Loss: 0.6410... Generator Loss: 1.7187
Epoch 1/1... Discriminator Loss: 1.1218... Generator Loss: 0.8729
Epoch 1/1... Discriminator Loss: 0.5539... Generator Loss: 1.4412
Epoch 1/1... Discriminator Loss: 0.9050... Generator Loss: 1.4408
Epoch 1/1... Discriminator Loss: 1.7448... Generator Loss: 0.3595
Epoch 1/1... Discriminator Loss: 1.4015... Generator Loss: 1.9589
Epoch 1/1... Discriminator Loss: 1.5123... Generator Loss: 0.4828
Epoch 1/1... Discriminator Loss: 1.4958... Generator Loss: 1.5003
Epoch 1/1... Discriminator Loss: 1.6597... Generator Loss: 0.4226
Epoch 1/1... Discriminator Loss: 1.1563... Generator Loss: 0.8565
Epoch 1/1... Discriminator Loss: 1.0757... Generator Loss: 1.4850
Epoch 1/1... Discriminator Loss: 1.3699... Generator Loss: 0.4692
Epoch 1/1... Discriminator Loss: 0.9570... Generator Loss: 1.8554
Epoch 1/1... Discriminator Loss: 0.9011... Generator Loss: 1.0003
Epoch 1/1... Discriminator Loss: 1.4029... Generator Loss: 0.5347
Epoch 1/1... Discriminator Loss: 1.0482... Generator Loss: 1.2227
Epoch 1/1... Discriminator Loss: 1.2414... Generator Loss: 1.1504
Epoch 1/1... Discriminator Loss: 1.1362... Generator Loss: 0.6933
Epoch 1/1... Discriminator Loss: 0.9029... Generator Loss: 1.3319
Epoch 1/1... Discriminator Loss: 1.1521... Generator Loss: 0.6957
Epoch 1/1... Discriminator Loss: 1.1231... Generator Loss: 1.0882
Epoch 1/1... Discriminator Loss: 0.8839... Generator Loss: 1.0234
Epoch 1/1... Discriminator Loss: 0.8912... Generator Loss: 1.0195
Epoch 1/1... Discriminator Loss: 0.7885... Generator Loss: 1.3106
Epoch 1/1... Discriminator Loss: 1.2386... Generator Loss: 0.6518
Epoch 1/1... Discriminator Loss: 1.2381... Generator Loss: 1.6672
Epoch 1/1... Discriminator Loss: 1.2405... Generator Loss: 0.5285
Epoch 1/1... Discriminator Loss: 1.3486... Generator Loss: 1.8617
Epoch 1/1... Discriminator Loss: 1.5488... Generator Loss: 0.3897
Epoch 1/1... Discriminator Loss: 1.0175... Generator Loss: 1.1620
Epoch 1/1... Discriminator Loss: 0.8767... Generator Loss: 1.2621
Epoch 1/1... Discriminator Loss: 1.1465... Generator Loss: 0.6052
Epoch 1/1... Discriminator Loss: 0.9015... Generator Loss: 2.6045
Epoch 1/1... Discriminator Loss: 1.3291... Generator Loss: 0.5297
Epoch 1/1... Discriminator Loss: 0.8020... Generator Loss: 2.2325
Epoch 1/1... Discriminator Loss: 0.7792... Generator Loss: 1.1527
Epoch 1/1... Discriminator Loss: 1.1611... Generator Loss: 0.6417
Epoch 1/1... Discriminator Loss: 1.0961... Generator Loss: 1.2920
Epoch 1/1... Discriminator Loss: 0.4449... Generator Loss: 1.4921
Epoch 1/1... Discriminator Loss: 0.5259... Generator Loss: 1.2951
Epoch 1/1... Discriminator Loss: 0.5154... Generator Loss: 1.5918
Epoch 1/1... Discriminator Loss: 0.6992... Generator Loss: 0.9650
Epoch 1/1... Discriminator Loss: 1.3457... Generator Loss: 1.8207
Epoch 1/1... Discriminator Loss: 1.4649... Generator Loss: 0.4020
Epoch 1/1... Discriminator Loss: 2.7245... Generator Loss: 2.8967
Epoch 1/1... Discriminator Loss: 1.9889... Generator Loss: 0.2827
Epoch 1/1... Discriminator Loss: 0.8265... Generator Loss: 1.5095
Epoch 1/1... Discriminator Loss: 1.0081... Generator Loss: 1.3147
Epoch 1/1... Discriminator Loss: 0.8072... Generator Loss: 1.1531
Epoch 1/1... Discriminator Loss: 0.9343... Generator Loss: 0.9611
Epoch 1/1... Discriminator Loss: 0.9552... Generator Loss: 1.2854
Epoch 1/1... Discriminator Loss: 1.3582... Generator Loss: 0.5002
Epoch 1/1... Discriminator Loss: 1.3398... Generator Loss: 2.0992
Epoch 1/1... Discriminator Loss: 1.3258... Generator Loss: 0.5664
Epoch 1/1... Discriminator Loss: 0.8695... Generator Loss: 1.0645
Epoch 1/1... Discriminator Loss: 0.9131... Generator Loss: 1.5143
Epoch 1/1... Discriminator Loss: 1.2749... Generator Loss: 1.5281
Epoch 1/1... Discriminator Loss: 1.5924... Generator Loss: 0.3756
Epoch 1/1... Discriminator Loss: 1.7126... Generator Loss: 1.4749
Epoch 1/1... Discriminator Loss: 1.4741... Generator Loss: 0.3959
Epoch 1/1... Discriminator Loss: 1.3844... Generator Loss: 2.3375
Epoch 1/1... Discriminator Loss: 1.3833... Generator Loss: 0.4439
Epoch 1/1... Discriminator Loss: 0.8532... Generator Loss: 1.3261
Epoch 1/1... Discriminator Loss: 0.9467... Generator Loss: 1.1305
Epoch 1/1... Discriminator Loss: 1.0481... Generator Loss: 0.8503
Epoch 1/1... Discriminator Loss: 1.0488... Generator Loss: 1.1138
Epoch 1/1... Discriminator Loss: 1.3735... Generator Loss: 0.5960
Epoch 1/1... Discriminator Loss: 1.2274... Generator Loss: 1.6235
Epoch 1/1... Discriminator Loss: 1.3364... Generator Loss: 0.5059
Epoch 1/1... Discriminator Loss: 1.0234... Generator Loss: 1.1267
Epoch 1/1... Discriminator Loss: 1.1019... Generator Loss: 1.1834
Epoch 1/1... Discriminator Loss: 1.0290... Generator Loss: 0.7957
Epoch 1/1... Discriminator Loss: 0.9513... Generator Loss: 0.9888
Epoch 1/1... Discriminator Loss: 0.9737... Generator Loss: 0.9302
Epoch 1/1... Discriminator Loss: 1.0029... Generator Loss: 1.0310
Epoch 1/1... Discriminator Loss: 0.9009... Generator Loss: 1.0152
Epoch 1/1... Discriminator Loss: 1.0964... Generator Loss: 0.7432
Epoch 1/1... Discriminator Loss: 1.0804... Generator Loss: 1.3572
Epoch 1/1... Discriminator Loss: 1.2203... Generator Loss: 0.5753
Epoch 1/1... Discriminator Loss: 1.3985... Generator Loss: 1.8405
Epoch 1/1... Discriminator Loss: 1.3507... Generator Loss: 0.6095
Epoch 1/1... Discriminator Loss: 1.4220... Generator Loss: 0.4499
Epoch 1/1... Discriminator Loss: 1.2430... Generator Loss: 1.6825
Epoch 1/1... Discriminator Loss: 1.3555... Generator Loss: 0.5176
Epoch 1/1... Discriminator Loss: 1.1930... Generator Loss: 1.0417
Epoch 1/1... Discriminator Loss: 1.0003... Generator Loss: 1.2169
Epoch 1/1... Discriminator Loss: 1.1717... Generator Loss: 0.6083
Epoch 1/1... Discriminator Loss: 1.1417... Generator Loss: 1.2977
Epoch 1/1... Discriminator Loss: 0.9186... Generator Loss: 1.0800
Epoch 1/1... Discriminator Loss: 1.2351... Generator Loss: 0.5874
Epoch 1/1... Discriminator Loss: 1.1705... Generator Loss: 1.6992
Epoch 1/1... Discriminator Loss: 1.1307... Generator Loss: 0.6824
Epoch 1/1... Discriminator Loss: 1.0844... Generator Loss: 0.7533
Epoch 1/1... Discriminator Loss: 1.2245... Generator Loss: 2.2209
Epoch 1/1... Discriminator Loss: 1.2774... Generator Loss: 0.6291
Epoch 1/1... Discriminator Loss: 0.9677... Generator Loss: 1.0036
Epoch 1/1... Discriminator Loss: 0.8344... Generator Loss: 1.3061
Epoch 1/1... Discriminator Loss: 1.0197... Generator Loss: 0.7829
Epoch 1/1... Discriminator Loss: 1.0297... Generator Loss: 0.9188
Epoch 1/1... Discriminator Loss: 1.0410... Generator Loss: 1.4304
Epoch 1/1... Discriminator Loss: 1.1126... Generator Loss: 0.6323
Epoch 1/1... Discriminator Loss: 0.9609... Generator Loss: 1.2661
Epoch 1/1... Discriminator Loss: 0.9978... Generator Loss: 1.0431
Epoch 1/1... Discriminator Loss: 1.0868... Generator Loss: 0.6815
Epoch 1/1... Discriminator Loss: 0.8018... Generator Loss: 1.4829
Epoch 1/1... Discriminator Loss: 1.0837... Generator Loss: 0.7568
Epoch 1/1... Discriminator Loss: 0.8603... Generator Loss: 1.1455
Epoch 1/1... Discriminator Loss: 1.0560... Generator Loss: 0.7990
Epoch 1/1... Discriminator Loss: 0.9783... Generator Loss: 1.1873
Epoch 1/1... Discriminator Loss: 1.1318... Generator Loss: 0.8211
Epoch 1/1... Discriminator Loss: 0.9884... Generator Loss: 1.2319
Epoch 1/1... Discriminator Loss: 0.8802... Generator Loss: 0.9201
Epoch 1/1... Discriminator Loss: 0.7323... Generator Loss: 1.2886
Epoch 1/1... Discriminator Loss: 1.4602... Generator Loss: 0.4170
Epoch 1/1... Discriminator Loss: 1.4218... Generator Loss: 2.5150
Epoch 1/1... Discriminator Loss: 1.0766... Generator Loss: 0.5945
Epoch 1/1... Discriminator Loss: 1.0277... Generator Loss: 1.7040
Epoch 1/1... Discriminator Loss: 0.9296... Generator Loss: 0.8534
Epoch 1/1... Discriminator Loss: 0.5231... Generator Loss: 1.5723
Epoch 1/1... Discriminator Loss: 0.5557... Generator Loss: 1.5079
Epoch 1/1... Discriminator Loss: 0.5605... Generator Loss: 1.2010
Epoch 1/1... Discriminator Loss: 1.0206... Generator Loss: 0.7589
Epoch 1/1... Discriminator Loss: 1.2867... Generator Loss: 1.4783
Epoch 1/1... Discriminator Loss: 1.9553... Generator Loss: 2.5423
Epoch 1/1... Discriminator Loss: 2.6746... Generator Loss: 0.0994
Epoch 1/1... Discriminator Loss: 1.4184... Generator Loss: 1.6485
Epoch 1/1... Discriminator Loss: 0.9661... Generator Loss: 1.1207
Epoch 1/1... Discriminator Loss: 1.1957... Generator Loss: 0.7314
Epoch 1/1... Discriminator Loss: 0.9744... Generator Loss: 1.1846
Epoch 1/1... Discriminator Loss: 1.0986... Generator Loss: 0.8928
Epoch 1/1... Discriminator Loss: 1.2949... Generator Loss: 0.8006
Epoch 1/1... Discriminator Loss: 1.2471... Generator Loss: 0.7799
Epoch 1/1... Discriminator Loss: 1.2881... Generator Loss: 0.7186
Epoch 1/1... Discriminator Loss: 1.1449... Generator Loss: 0.8971
Epoch 1/1... Discriminator Loss: 1.1579... Generator Loss: 0.7388
Epoch 1/1... Discriminator Loss: 1.2868... Generator Loss: 1.6304
Epoch 1/1... Discriminator Loss: 1.4291... Generator Loss: 0.4512
Epoch 1/1... Discriminator Loss: 1.2840... Generator Loss: 1.8440
Epoch 1/1... Discriminator Loss: 1.2752... Generator Loss: 0.5171
Epoch 1/1... Discriminator Loss: 1.0619... Generator Loss: 0.9885
Epoch 1/1... Discriminator Loss: 1.1032... Generator Loss: 1.1829
Epoch 1/1... Discriminator Loss: 1.1074... Generator Loss: 0.6994
Epoch 1/1... Discriminator Loss: 1.1742... Generator Loss: 0.9249
Epoch 1/1... Discriminator Loss: 1.1563... Generator Loss: 0.7466
Epoch 1/1... Discriminator Loss: 1.0204... Generator Loss: 1.0886
Epoch 1/1... Discriminator Loss: 1.0921... Generator Loss: 0.7147
Epoch 1/1... Discriminator Loss: 1.2420... Generator Loss: 1.6638
Epoch 1/1... Discriminator Loss: 1.3265... Generator Loss: 0.4405
Epoch 1/1... Discriminator Loss: 1.0524... Generator Loss: 1.8201
Epoch 1/1... Discriminator Loss: 1.0842... Generator Loss: 0.7506
Epoch 1/1... Discriminator Loss: 1.0113... Generator Loss: 0.8192
Epoch 1/1... Discriminator Loss: 1.0243... Generator Loss: 1.1384
Epoch 1/1... Discriminator Loss: 1.0117... Generator Loss: 0.7835
Epoch 1/1... Discriminator Loss: 1.1507... Generator Loss: 1.0615
Epoch 1/1... Discriminator Loss: 0.9291... Generator Loss: 1.1660
Epoch 1/1... Discriminator Loss: 1.0188... Generator Loss: 0.9229
Epoch 1/1... Discriminator Loss: 0.9231... Generator Loss: 0.9682
Epoch 1/1... Discriminator Loss: 0.8941... Generator Loss: 1.0785
Epoch 1/1... Discriminator Loss: 0.8887... Generator Loss: 1.6837
Epoch 1/1... Discriminator Loss: 1.6844... Generator Loss: 0.3564
Epoch 1/1... Discriminator Loss: 1.5460... Generator Loss: 2.0224
Epoch 1/1... Discriminator Loss: 1.4342... Generator Loss: 0.5436
Epoch 1/1... Discriminator Loss: 0.9716... Generator Loss: 1.0499
Epoch 1/1... Discriminator Loss: 0.8466... Generator Loss: 1.2181
Epoch 1/1... Discriminator Loss: 0.9643... Generator Loss: 0.9089
Epoch 1/1... Discriminator Loss: 0.9768... Generator Loss: 1.4228
Epoch 1/1... Discriminator Loss: 1.1468... Generator Loss: 0.7534
Epoch 1/1... Discriminator Loss: 0.9250... Generator Loss: 0.9528
Epoch 1/1... Discriminator Loss: 1.0369... Generator Loss: 1.1259
Epoch 1/1... Discriminator Loss: 0.9333... Generator Loss: 1.0837
Epoch 1/1... Discriminator Loss: 1.2939... Generator Loss: 0.5519
Epoch 1/1... Discriminator Loss: 1.1967... Generator Loss: 1.6661
Epoch 1/1... Discriminator Loss: 1.1493... Generator Loss: 0.6541
Epoch 1/1... Discriminator Loss: 0.8881... Generator Loss: 1.2848
Epoch 1/1... Discriminator Loss: 0.9867... Generator Loss: 1.3548
Epoch 1/1... Discriminator Loss: 1.1860... Generator Loss: 0.5799
Epoch 1/1... Discriminator Loss: 0.9428... Generator Loss: 1.6067
Epoch 1/1... Discriminator Loss: 1.4640... Generator Loss: 0.4087
Epoch 1/1... Discriminator Loss: 1.1128... Generator Loss: 2.2197
Epoch 1/1... Discriminator Loss: 1.3794... Generator Loss: 0.4915
Epoch 1/1... Discriminator Loss: 1.1706... Generator Loss: 1.3542
Epoch 1/1... Discriminator Loss: 1.0207... Generator Loss: 0.8954
Epoch 1/1... Discriminator Loss: 0.8162... Generator Loss: 1.2242
Epoch 1/1... Discriminator Loss: 0.9289... Generator Loss: 1.0414
Epoch 1/1... Discriminator Loss: 1.2788... Generator Loss: 0.4452
Epoch 1/1... Discriminator Loss: 0.9302... Generator Loss: 2.0028
Epoch 1/1... Discriminator Loss: 1.0123... Generator Loss: 0.7556
Epoch 1/1... Discriminator Loss: 1.0639... Generator Loss: 0.8383
Epoch 1/1... Discriminator Loss: 1.1254... Generator Loss: 1.0091
Epoch 1/1... Discriminator Loss: 1.0502... Generator Loss: 0.8820
Epoch 1/1... Discriminator Loss: 1.2042... Generator Loss: 0.6850
Epoch 1/1... Discriminator Loss: 1.2315... Generator Loss: 1.6812
Epoch 1/1... Discriminator Loss: 1.4355... Generator Loss: 0.4679
Epoch 1/1... Discriminator Loss: 1.0375... Generator Loss: 1.3472
Epoch 1/1... Discriminator Loss: 1.0122... Generator Loss: 1.2001
Epoch 1/1... Discriminator Loss: 1.0874... Generator Loss: 0.6097
Epoch 1/1... Discriminator Loss: 0.8729... Generator Loss: 1.5348
Epoch 1/1... Discriminator Loss: 0.8675... Generator Loss: 1.1534
Epoch 1/1... Discriminator Loss: 1.0710... Generator Loss: 0.7386
Epoch 1/1... Discriminator Loss: 1.1028... Generator Loss: 1.7946
Epoch 1/1... Discriminator Loss: 2.0344... Generator Loss: 0.2034
Epoch 1/1... Discriminator Loss: 1.8882... Generator Loss: 2.3728
Epoch 1/1... Discriminator Loss: 1.0447... Generator Loss: 0.6729
Epoch 1/1... Discriminator Loss: 0.8023... Generator Loss: 1.1198
Epoch 1/1... Discriminator Loss: 0.5755... Generator Loss: 1.9176
Epoch 1/1... Discriminator Loss: 1.1426... Generator Loss: 0.5492
Epoch 1/1... Discriminator Loss: 0.8722... Generator Loss: 1.7743
Epoch 1/1... Discriminator Loss: 0.9740... Generator Loss: 1.0009
Epoch 1/1... Discriminator Loss: 1.3515... Generator Loss: 0.3971
Epoch 1/1... Discriminator Loss: 0.9275... Generator Loss: 2.1346
Epoch 1/1... Discriminator Loss: 0.9277... Generator Loss: 1.4035
Epoch 1/1... Discriminator Loss: 1.1994... Generator Loss: 0.6000
Epoch 1/1... Discriminator Loss: 0.9326... Generator Loss: 1.0972
Epoch 1/1... Discriminator Loss: 0.7814... Generator Loss: 1.4671
Epoch 1/1... Discriminator Loss: 0.8988... Generator Loss: 0.8247
Epoch 1/1... Discriminator Loss: 0.7391... Generator Loss: 1.2986
Epoch 1/1... Discriminator Loss: 0.9996... Generator Loss: 0.7121
Epoch 1/1... Discriminator Loss: 0.8821... Generator Loss: 1.5242
Epoch 1/1... Discriminator Loss: 0.8467... Generator Loss: 0.9780
Epoch 1/1... Discriminator Loss: 1.0241... Generator Loss: 1.4629
Epoch 1/1... Discriminator Loss: 0.9968... Generator Loss: 0.6924
Epoch 1/1... Discriminator Loss: 0.8722... Generator Loss: 1.4347
Epoch 1/1... Discriminator Loss: 1.2202... Generator Loss: 0.5582
Epoch 1/1... Discriminator Loss: 0.9631... Generator Loss: 2.0860
Epoch 1/1... Discriminator Loss: 1.3967... Generator Loss: 0.4584
Epoch 1/1... Discriminator Loss: 1.1132... Generator Loss: 2.0827
Epoch 1/1... Discriminator Loss: 1.5065... Generator Loss: 0.3398
Epoch 1/1... Discriminator Loss: 1.1735... Generator Loss: 1.5855
Epoch 1/1... Discriminator Loss: 1.0136... Generator Loss: 1.1708
Epoch 1/1... Discriminator Loss: 1.1655... Generator Loss: 0.5875
Epoch 1/1... Discriminator Loss: 0.7435... Generator Loss: 1.6738
Epoch 1/1... Discriminator Loss: 1.0515... Generator Loss: 0.9939
Epoch 1/1... Discriminator Loss: 0.6681... Generator Loss: 1.2456
Epoch 1/1... Discriminator Loss: 0.8738... Generator Loss: 1.4530
Epoch 1/1... Discriminator Loss: 1.1311... Generator Loss: 0.6318
Epoch 1/1... Discriminator Loss: 0.9493... Generator Loss: 1.1602
Epoch 1/1... Discriminator Loss: 0.9733... Generator Loss: 1.2855
Epoch 1/1... Discriminator Loss: 0.7488... Generator Loss: 1.0374
Epoch 1/1... Discriminator Loss: 0.7207... Generator Loss: 1.1773
Epoch 1/1... Discriminator Loss: 0.6638... Generator Loss: 1.9394
Epoch 1/1... Discriminator Loss: 1.1787... Generator Loss: 0.5157
Epoch 1/1... Discriminator Loss: 0.7818... Generator Loss: 1.1666
Epoch 1/1... Discriminator Loss: 0.8059... Generator Loss: 2.9154
Epoch 1/1... Discriminator Loss: 1.4033... Generator Loss: 1.7202
Epoch 1/1... Discriminator Loss: 2.2252... Generator Loss: 0.1796
Epoch 1/1... Discriminator Loss: 1.1608... Generator Loss: 1.1912
Epoch 1/1... Discriminator Loss: 1.2134... Generator Loss: 2.0619
Epoch 1/1... Discriminator Loss: 1.1421... Generator Loss: 0.5876
Epoch 1/1... Discriminator Loss: 0.9605... Generator Loss: 0.7335
Epoch 1/1... Discriminator Loss: 0.9648... Generator Loss: 1.5131
Epoch 1/1... Discriminator Loss: 1.2339... Generator Loss: 0.8382
Epoch 1/1... Discriminator Loss: 1.4139... Generator Loss: 0.5248
Epoch 1/1... Discriminator Loss: 1.1581... Generator Loss: 1.4123
Epoch 1/1... Discriminator Loss: 1.2357... Generator Loss: 0.7667
Epoch 1/1... Discriminator Loss: 1.1335... Generator Loss: 0.6963
Epoch 1/1... Discriminator Loss: 1.1076... Generator Loss: 0.9746
Epoch 1/1... Discriminator Loss: 1.1731... Generator Loss: 1.0101
Epoch 1/1... Discriminator Loss: 1.0798... Generator Loss: 0.9818
Epoch 1/1... Discriminator Loss: 1.0138... Generator Loss: 0.8820
Epoch 1/1... Discriminator Loss: 1.1759... Generator Loss: 1.3371
Epoch 1/1... Discriminator Loss: 1.4241... Generator Loss: 0.4705
Epoch 1/1... Discriminator Loss: 1.0708... Generator Loss: 1.3193
Epoch 1/1... Discriminator Loss: 1.1818... Generator Loss: 1.0182
Epoch 1/1... Discriminator Loss: 1.3950... Generator Loss: 0.4526
Epoch 1/1... Discriminator Loss: 1.2164... Generator Loss: 1.0015
Epoch 1/1... Discriminator Loss: 1.1555... Generator Loss: 0.8679
Epoch 1/1... Discriminator Loss: 1.1419... Generator Loss: 0.8028
Epoch 1/1... Discriminator Loss: 1.0598... Generator Loss: 1.0289
Epoch 1/1... Discriminator Loss: 0.9846... Generator Loss: 0.9020
Epoch 1/1... Discriminator Loss: 1.0249... Generator Loss: 1.1336
Epoch 1/1... Discriminator Loss: 0.9223... Generator Loss: 0.9411
Epoch 1/1... Discriminator Loss: 1.0366... Generator Loss: 0.7670
Epoch 1/1... Discriminator Loss: 1.1291... Generator Loss: 1.5357
Epoch 1/1... Discriminator Loss: 1.3432... Generator Loss: 0.5408
Epoch 1/1... Discriminator Loss: 1.2173... Generator Loss: 1.2036
Epoch 1/1... Discriminator Loss: 1.0376... Generator Loss: 0.9565
Epoch 1/1... Discriminator Loss: 1.3405... Generator Loss: 0.5562
Epoch 1/1... Discriminator Loss: 1.2975... Generator Loss: 1.7274
Epoch 1/1... Discriminator Loss: 1.2061... Generator Loss: 0.6120
Epoch 1/1... Discriminator Loss: 1.0100... Generator Loss: 1.0448
Epoch 1/1... Discriminator Loss: 1.0126... Generator Loss: 0.9990
Epoch 1/1... Discriminator Loss: 1.0615... Generator Loss: 0.7351
Epoch 1/1... Discriminator Loss: 1.0419... Generator Loss: 1.6818
Epoch 1/1... Discriminator Loss: 1.2316... Generator Loss: 0.5771
Epoch 1/1... Discriminator Loss: 0.8913... Generator Loss: 0.9879
Epoch 1/1... Discriminator Loss: 1.1082... Generator Loss: 1.2771
Epoch 1/1... Discriminator Loss: 1.1805... Generator Loss: 0.7082
Epoch 1/1... Discriminator Loss: 1.0020... Generator Loss: 0.8505
Epoch 1/1... Discriminator Loss: 1.0931... Generator Loss: 1.2913
Epoch 1/1... Discriminator Loss: 1.4291... Generator Loss: 0.5394
Epoch 1/1... Discriminator Loss: 1.4456... Generator Loss: 0.9973
Epoch 1/1... Discriminator Loss: 1.1543... Generator Loss: 0.7338
Epoch 1/1... Discriminator Loss: 1.0763... Generator Loss: 0.7894
Epoch 1/1... Discriminator Loss: 1.1237... Generator Loss: 1.8039
Epoch 1/1... Discriminator Loss: 1.1445... Generator Loss: 0.5990
Epoch 1/1... Discriminator Loss: 1.2689... Generator Loss: 0.7271
Epoch 1/1... Discriminator Loss: 1.2011... Generator Loss: 1.3059
Epoch 1/1... Discriminator Loss: 1.4214... Generator Loss: 0.4669
Epoch 1/1... Discriminator Loss: 0.9384... Generator Loss: 1.5345
Epoch 1/1... Discriminator Loss: 0.9141... Generator Loss: 1.0830
Epoch 1/1... Discriminator Loss: 1.0175... Generator Loss: 0.7523
Epoch 1/1... Discriminator Loss: 1.0162... Generator Loss: 1.2266
Epoch 1/1... Discriminator Loss: 0.8670... Generator Loss: 1.2780
Epoch 1/1... Discriminator Loss: 1.2225... Generator Loss: 0.5826
Epoch 1/1... Discriminator Loss: 1.0037... Generator Loss: 1.4772
Epoch 1/1... Discriminator Loss: 1.2496... Generator Loss: 0.5590
Epoch 1/1... Discriminator Loss: 0.9418... Generator Loss: 1.2961
Epoch 1/1... Discriminator Loss: 0.9761... Generator Loss: 0.8115
Epoch 1/1... Discriminator Loss: 0.9731... Generator Loss: 1.0401
Epoch 1/1... Discriminator Loss: 1.1085... Generator Loss: 0.9735
Epoch 1/1... Discriminator Loss: 1.2774... Generator Loss: 0.5776
Epoch 1/1... Discriminator Loss: 0.9755... Generator Loss: 1.2620
Epoch 1/1... Discriminator Loss: 0.8995... Generator Loss: 1.0484
Epoch 1/1... Discriminator Loss: 1.0033... Generator Loss: 0.8956
Epoch 1/1... Discriminator Loss: 0.8914... Generator Loss: 1.1137
Epoch 1/1... Discriminator Loss: 1.0151... Generator Loss: 0.7960
Epoch 1/1... Discriminator Loss: 1.0540... Generator Loss: 1.0336
Epoch 1/1... Discriminator Loss: 1.1746... Generator Loss: 0.8880
Epoch 1/1... Discriminator Loss: 1.2125... Generator Loss: 1.0570
Epoch 1/1... Discriminator Loss: 1.3732... Generator Loss: 0.5157
Epoch 1/1... Discriminator Loss: 1.2709... Generator Loss: 0.8321
Epoch 1/1... Discriminator Loss: 1.3567... Generator Loss: 0.8375
Epoch 1/1... Discriminator Loss: 0.9855... Generator Loss: 1.2841
Epoch 1/1... Discriminator Loss: 1.2666... Generator Loss: 0.4705
Epoch 1/1... Discriminator Loss: 0.9156... Generator Loss: 2.0162
Epoch 1/1... Discriminator Loss: 0.8339... Generator Loss: 1.0380
Epoch 1/1... Discriminator Loss: 1.0606... Generator Loss: 0.6882
Epoch 1/1... Discriminator Loss: 0.9918... Generator Loss: 1.4875
Epoch 1/1... Discriminator Loss: 1.1264... Generator Loss: 0.8573
Epoch 1/1... Discriminator Loss: 1.1165... Generator Loss: 0.9324
Epoch 1/1... Discriminator Loss: 1.2011... Generator Loss: 0.8268
Epoch 1/1... Discriminator Loss: 1.2449... Generator Loss: 0.5990
Epoch 1/1... Discriminator Loss: 1.3793... Generator Loss: 1.6925
Epoch 1/1... Discriminator Loss: 1.5114... Generator Loss: 0.4107
Epoch 1/1... Discriminator Loss: 1.0427... Generator Loss: 1.8988
Epoch 1/1... Discriminator Loss: 1.0195... Generator Loss: 0.9530
Epoch 1/1... Discriminator Loss: 1.0939... Generator Loss: 0.8525
Epoch 1/1... Discriminator Loss: 0.9946... Generator Loss: 1.1073
Epoch 1/1... Discriminator Loss: 1.0483... Generator Loss: 1.0956
Epoch 1/1... Discriminator Loss: 1.1422... Generator Loss: 0.7564
Epoch 1/1... Discriminator Loss: 1.0599... Generator Loss: 1.0006
Epoch 1/1... Discriminator Loss: 0.9205... Generator Loss: 1.1452
Epoch 1/1... Discriminator Loss: 1.0938... Generator Loss: 0.8327
Epoch 1/1... Discriminator Loss: 0.9623... Generator Loss: 0.9321
Epoch 1/1... Discriminator Loss: 0.9195... Generator Loss: 1.2536
Epoch 1/1... Discriminator Loss: 1.1067... Generator Loss: 0.7282
Epoch 1/1... Discriminator Loss: 1.0062... Generator Loss: 1.6406
Epoch 1/1... Discriminator Loss: 1.2204... Generator Loss: 0.6062
Epoch 1/1... Discriminator Loss: 1.1491... Generator Loss: 1.2690
Epoch 1/1... Discriminator Loss: 1.1112... Generator Loss: 0.7893
Epoch 1/1... Discriminator Loss: 1.1185... Generator Loss: 0.8773
Epoch 1/1... Discriminator Loss: 1.0168... Generator Loss: 1.0874
Epoch 1/1... Discriminator Loss: 0.9575... Generator Loss: 1.0921
Epoch 1/1... Discriminator Loss: 1.0169... Generator Loss: 0.8952
Epoch 1/1... Discriminator Loss: 1.1837... Generator Loss: 0.8940
Epoch 1/1... Discriminator Loss: 0.8761... Generator Loss: 0.9723
Epoch 1/1... Discriminator Loss: 0.9592... Generator Loss: 1.0634
Epoch 1/1... Discriminator Loss: 1.0697... Generator Loss: 0.9753
Epoch 1/1... Discriminator Loss: 0.9203... Generator Loss: 1.3537
Epoch 1/1... Discriminator Loss: 1.8941... Generator Loss: 0.2165
Epoch 1/1... Discriminator Loss: 2.0679... Generator Loss: 2.9810
Epoch 1/1... Discriminator Loss: 2.1520... Generator Loss: 0.1783
Epoch 1/1... Discriminator Loss: 0.8617... Generator Loss: 2.0800
Epoch 1/1... Discriminator Loss: 0.7622... Generator Loss: 1.0636
Epoch 1/1... Discriminator Loss: 0.6901... Generator Loss: 1.0581
Epoch 1/1... Discriminator Loss: 0.9862... Generator Loss: 0.7154
Epoch 1/1... Discriminator Loss: 0.6567... Generator Loss: 2.3524
Epoch 1/1... Discriminator Loss: 0.4998... Generator Loss: 1.4578
Epoch 1/1... Discriminator Loss: 1.0742... Generator Loss: 0.7876
Epoch 1/1... Discriminator Loss: 1.0799... Generator Loss: 1.3652
Epoch 1/1... Discriminator Loss: 0.8695... Generator Loss: 0.7283
Epoch 1/1... Discriminator Loss: 1.1340... Generator Loss: 1.0240
Epoch 1/1... Discriminator Loss: 1.1621... Generator Loss: 0.6221
Epoch 1/1... Discriminator Loss: 1.3809... Generator Loss: 1.5168
Epoch 1/1... Discriminator Loss: 1.2957... Generator Loss: 0.4537
Epoch 1/1... Discriminator Loss: 0.9153... Generator Loss: 1.6832
Epoch 1/1... Discriminator Loss: 0.8618... Generator Loss: 1.0059
Epoch 1/1... Discriminator Loss: 0.9334... Generator Loss: 0.8607
Epoch 1/1... Discriminator Loss: 0.8479... Generator Loss: 1.2001
Epoch 1/1... Discriminator Loss: 0.8857... Generator Loss: 0.9774
Epoch 1/1... Discriminator Loss: 1.1011... Generator Loss: 1.0724
Epoch 1/1... Discriminator Loss: 1.2125... Generator Loss: 0.6915
Epoch 1/1... Discriminator Loss: 1.1885... Generator Loss: 1.0468
Epoch 1/1... Discriminator Loss: 0.8031... Generator Loss: 1.3146
Epoch 1/1... Discriminator Loss: 1.2952... Generator Loss: 0.6343
Epoch 1/1... Discriminator Loss: 1.1452... Generator Loss: 0.9885
Epoch 1/1... Discriminator Loss: 0.9672... Generator Loss: 0.7992
Epoch 1/1... Discriminator Loss: 0.8567... Generator Loss: 1.5289
Epoch 1/1... Discriminator Loss: 1.0442... Generator Loss: 0.6939
Epoch 1/1... Discriminator Loss: 0.7144... Generator Loss: 2.3587
Epoch 1/1... Discriminator Loss: 0.7027... Generator Loss: 1.0405
Epoch 1/1... Discriminator Loss: 0.8696... Generator Loss: 0.8303
Epoch 1/1... Discriminator Loss: 1.2895... Generator Loss: 2.0251
Epoch 1/1... Discriminator Loss: 1.2402... Generator Loss: 0.8223
Epoch 1/1... Discriminator Loss: 1.3942... Generator Loss: 0.5024
Epoch 1/1... Discriminator Loss: 1.5846... Generator Loss: 1.2432
Epoch 1/1... Discriminator Loss: 1.6132... Generator Loss: 0.5559
Epoch 1/1... Discriminator Loss: 1.3179... Generator Loss: 0.6735
Epoch 1/1... Discriminator Loss: 0.9837... Generator Loss: 1.0460
Epoch 1/1... Discriminator Loss: 0.7802... Generator Loss: 1.4259
Epoch 1/1... Discriminator Loss: 0.7064... Generator Loss: 1.1501
Epoch 1/1... Discriminator Loss: 0.8229... Generator Loss: 1.1015
Epoch 1/1... Discriminator Loss: 0.9724... Generator Loss: 0.9009
Epoch 1/1... Discriminator Loss: 1.3300... Generator Loss: 0.8216
Epoch 1/1... Discriminator Loss: 1.1845... Generator Loss: 0.9629
Epoch 1/1... Discriminator Loss: 1.1736... Generator Loss: 0.7305
Epoch 1/1... Discriminator Loss: 1.0158... Generator Loss: 1.9090
Epoch 1/1... Discriminator Loss: 1.4511... Generator Loss: 0.4642
Epoch 1/1... Discriminator Loss: 1.1149... Generator Loss: 1.9168
Epoch 1/1... Discriminator Loss: 1.2329... Generator Loss: 0.5035
Epoch 1/1... Discriminator Loss: 0.9903... Generator Loss: 1.1309
Epoch 1/1... Discriminator Loss: 0.8548... Generator Loss: 1.5480
Epoch 1/1... Discriminator Loss: 1.4052... Generator Loss: 0.4733
Epoch 1/1... Discriminator Loss: 1.1657... Generator Loss: 1.1639
Epoch 1/1... Discriminator Loss: 1.1633... Generator Loss: 0.8352
Epoch 1/1... Discriminator Loss: 1.0728... Generator Loss: 0.7992
Epoch 1/1... Discriminator Loss: 0.9402... Generator Loss: 1.2830
Epoch 1/1... Discriminator Loss: 1.4818... Generator Loss: 0.4018
Epoch 1/1... Discriminator Loss: 1.0053... Generator Loss: 2.3730
Epoch 1/1... Discriminator Loss: 0.8477... Generator Loss: 1.0870
Epoch 1/1... Discriminator Loss: 0.9873... Generator Loss: 0.7771
Epoch 1/1... Discriminator Loss: 1.1818... Generator Loss: 0.7612
Epoch 1/1... Discriminator Loss: 1.0588... Generator Loss: 1.1871
Epoch 1/1... Discriminator Loss: 1.0978... Generator Loss: 0.7573
Epoch 1/1... Discriminator Loss: 1.1104... Generator Loss: 0.7371
Epoch 1/1... Discriminator Loss: 1.0954... Generator Loss: 1.5151
Epoch 1/1... Discriminator Loss: 1.3172... Generator Loss: 0.4656
Epoch 1/1... Discriminator Loss: 0.8011... Generator Loss: 1.6182
Epoch 1/1... Discriminator Loss: 1.0314... Generator Loss: 0.8937
Epoch 1/1... Discriminator Loss: 1.1549... Generator Loss: 1.0156
Epoch 1/1... Discriminator Loss: 0.9970... Generator Loss: 0.8528
Epoch 1/1... Discriminator Loss: 1.0959... Generator Loss: 0.8674
Epoch 1/1... Discriminator Loss: 0.9458... Generator Loss: 1.0922
Epoch 1/1... Discriminator Loss: 1.0799... Generator Loss: 0.7675
Epoch 1/1... Discriminator Loss: 0.9480... Generator Loss: 1.4035
Epoch 1/1... Discriminator Loss: 1.0647... Generator Loss: 0.6676
Epoch 1/1... Discriminator Loss: 1.0375... Generator Loss: 1.5657
Epoch 1/1... Discriminator Loss: 1.1371... Generator Loss: 0.5934
Epoch 1/1... Discriminator Loss: 0.9668... Generator Loss: 1.3454
Epoch 1/1... Discriminator Loss: 1.0850... Generator Loss: 0.6852
Epoch 1/1... Discriminator Loss: 0.9588... Generator Loss: 1.4232
Epoch 1/1... Discriminator Loss: 1.2708... Generator Loss: 0.6127
Epoch 1/1... Discriminator Loss: 1.0833... Generator Loss: 1.0910
Epoch 1/1... Discriminator Loss: 1.0188... Generator Loss: 0.8351
Epoch 1/1... Discriminator Loss: 1.0867... Generator Loss: 1.0251
Epoch 1/1... Discriminator Loss: 1.0599... Generator Loss: 0.8171
Epoch 1/1... Discriminator Loss: 1.0544... Generator Loss: 0.9952
Epoch 1/1... Discriminator Loss: 1.1350... Generator Loss: 0.8228
Epoch 1/1... Discriminator Loss: 1.0329... Generator Loss: 0.9140
Epoch 1/1... Discriminator Loss: 0.9906... Generator Loss: 1.2675
Epoch 1/1... Discriminator Loss: 1.1807... Generator Loss: 0.6444
Epoch 1/1... Discriminator Loss: 1.0374... Generator Loss: 1.3439
Epoch 1/1... Discriminator Loss: 1.1719... Generator Loss: 0.5731
Epoch 1/1... Discriminator Loss: 1.0337... Generator Loss: 1.2234
Epoch 1/1... Discriminator Loss: 1.1162... Generator Loss: 0.6893
Epoch 1/1... Discriminator Loss: 0.9682... Generator Loss: 1.0430
Epoch 1/1... Discriminator Loss: 0.9919... Generator Loss: 1.0081
Epoch 1/1... Discriminator Loss: 0.9536... Generator Loss: 1.0173
Epoch 1/1... Discriminator Loss: 1.1108... Generator Loss: 0.8393
Epoch 1/1... Discriminator Loss: 1.1136... Generator Loss: 0.6490
Epoch 1/1... Discriminator Loss: 1.2390... Generator Loss: 2.0505
Epoch 1/1... Discriminator Loss: 1.7188... Generator Loss: 0.3159
Epoch 1/1... Discriminator Loss: 1.5378... Generator Loss: 1.8348
Epoch 1/1... Discriminator Loss: 1.0904... Generator Loss: 0.6535
Epoch 1/1... Discriminator Loss: 1.1351... Generator Loss: 1.1168
Epoch 1/1... Discriminator Loss: 0.9961... Generator Loss: 1.1226
Epoch 1/1... Discriminator Loss: 1.0415... Generator Loss: 0.8168
Epoch 1/1... Discriminator Loss: 0.9869... Generator Loss: 1.5346
Epoch 1/1... Discriminator Loss: 1.3113... Generator Loss: 0.5189
Epoch 1/1... Discriminator Loss: 1.0010... Generator Loss: 1.2805
Epoch 1/1... Discriminator Loss: 1.1790... Generator Loss: 0.6033
Epoch 1/1... Discriminator Loss: 0.9706... Generator Loss: 1.7953
Epoch 1/1... Discriminator Loss: 1.2632... Generator Loss: 0.4584
Epoch 1/1... Discriminator Loss: 1.0524... Generator Loss: 1.1273
Epoch 1/1... Discriminator Loss: 0.8021... Generator Loss: 1.2122
Epoch 1/1... Discriminator Loss: 0.9161... Generator Loss: 0.8197
Epoch 1/1... Discriminator Loss: 0.9218... Generator Loss: 0.9548
Epoch 1/1... Discriminator Loss: 0.6495... Generator Loss: 1.4815
Epoch 1/1... Discriminator Loss: 0.8713... Generator Loss: 0.8437
Epoch 1/1... Discriminator Loss: 1.0560... Generator Loss: 1.1262
Epoch 1/1... Discriminator Loss: 0.9140... Generator Loss: 0.9274
Epoch 1/1... Discriminator Loss: 0.6659... Generator Loss: 1.4020
Epoch 1/1... Discriminator Loss: 1.0813... Generator Loss: 0.7189
Epoch 1/1... Discriminator Loss: 0.9177... Generator Loss: 1.4822
Epoch 1/1... Discriminator Loss: 1.6640... Generator Loss: 0.3209
Epoch 1/1... Discriminator Loss: 0.8922... Generator Loss: 2.0931
Epoch 1/1... Discriminator Loss: 1.6674... Generator Loss: 0.3042
Epoch 1/1... Discriminator Loss: 1.1196... Generator Loss: 1.3594
Epoch 1/1... Discriminator Loss: 1.2026... Generator Loss: 0.5840
Epoch 1/1... Discriminator Loss: 1.0345... Generator Loss: 1.4079
Epoch 1/1... Discriminator Loss: 1.1964... Generator Loss: 0.7143
Epoch 1/1... Discriminator Loss: 0.9993... Generator Loss: 1.5259
Epoch 1/1... Discriminator Loss: 1.0636... Generator Loss: 0.7782
Epoch 1/1... Discriminator Loss: 1.0603... Generator Loss: 1.1330
Epoch 1/1... Discriminator Loss: 1.1697... Generator Loss: 0.7376
Epoch 1/1... Discriminator Loss: 1.0845... Generator Loss: 1.0339
Epoch 1/1... Discriminator Loss: 1.2995... Generator Loss: 0.4785
Epoch 1/1... Discriminator Loss: 0.9415... Generator Loss: 2.2065
Epoch 1/1... Discriminator Loss: 0.9855... Generator Loss: 0.7357
Epoch 1/1... Discriminator Loss: 0.9986... Generator Loss: 0.8371
Epoch 1/1... Discriminator Loss: 1.0161... Generator Loss: 1.5601
Epoch 1/1... Discriminator Loss: 1.4035... Generator Loss: 0.4603
Epoch 1/1... Discriminator Loss: 1.1338... Generator Loss: 1.4617
Epoch 1/1... Discriminator Loss: 0.9224... Generator Loss: 0.7871
Epoch 1/1... Discriminator Loss: 1.0410... Generator Loss: 0.9301
Epoch 1/1... Discriminator Loss: 0.6727... Generator Loss: 2.1357
Epoch 1/1... Discriminator Loss: 1.3278... Generator Loss: 0.4544
Epoch 1/1... Discriminator Loss: 0.8401... Generator Loss: 1.7171
Epoch 1/1... Discriminator Loss: 0.9309... Generator Loss: 0.7454
Epoch 1/1... Discriminator Loss: 0.5901... Generator Loss: 1.6688
Epoch 1/1... Discriminator Loss: 0.5677... Generator Loss: 1.6099
Epoch 1/1... Discriminator Loss: 1.5004... Generator Loss: 1.0813
Epoch 1/1... Discriminator Loss: 1.9368... Generator Loss: 0.2116
Epoch 1/1... Discriminator Loss: 2.3577... Generator Loss: 3.5665
Epoch 1/1... Discriminator Loss: 1.5398... Generator Loss: 0.3328
Epoch 1/1... Discriminator Loss: 0.8273... Generator Loss: 1.5856
Epoch 1/1... Discriminator Loss: 0.7327... Generator Loss: 1.5406
Epoch 1/1... Discriminator Loss: 1.2188... Generator Loss: 0.5183
Epoch 1/1... Discriminator Loss: 0.8961... Generator Loss: 1.4955
Epoch 1/1... Discriminator Loss: 1.0389... Generator Loss: 0.9518
Epoch 1/1... Discriminator Loss: 0.7000... Generator Loss: 1.5020
Epoch 1/1... Discriminator Loss: 0.8307... Generator Loss: 0.9082
Epoch 1/1... Discriminator Loss: 0.9763... Generator Loss: 0.8581
Epoch 1/1... Discriminator Loss: 1.4069... Generator Loss: 1.3881
Epoch 1/1... Discriminator Loss: 1.4057... Generator Loss: 2.0066
Epoch 1/1... Discriminator Loss: 2.1084... Generator Loss: 0.1869
Epoch 1/1... Discriminator Loss: 1.1706... Generator Loss: 1.5490
Epoch 1/1... Discriminator Loss: 1.0243... Generator Loss: 1.0442
Epoch 1/1... Discriminator Loss: 1.1518... Generator Loss: 0.6164
Epoch 1/1... Discriminator Loss: 1.0225... Generator Loss: 1.2836
Epoch 1/1... Discriminator Loss: 0.9323... Generator Loss: 1.2934
Epoch 1/1... Discriminator Loss: 0.9948... Generator Loss: 0.8678
Epoch 1/1... Discriminator Loss: 0.9562... Generator Loss: 1.0649
Epoch 1/1... Discriminator Loss: 1.1449... Generator Loss: 0.7267
Epoch 1/1... Discriminator Loss: 0.9895... Generator Loss: 1.0554
Epoch 1/1... Discriminator Loss: 1.3804... Generator Loss: 0.4978
Epoch 1/1... Discriminator Loss: 1.1167... Generator Loss: 1.7439
Epoch 1/1... Discriminator Loss: 1.1165... Generator Loss: 0.6694
Epoch 1/1... Discriminator Loss: 0.9309... Generator Loss: 1.1247
Epoch 1/1... Discriminator Loss: 0.8845... Generator Loss: 1.1705
Epoch 1/1... Discriminator Loss: 1.4853... Generator Loss: 0.4080
Epoch 1/1... Discriminator Loss: 1.3539... Generator Loss: 1.6655
Epoch 1/1... Discriminator Loss: 1.3890... Generator Loss: 0.4744
Epoch 1/1... Discriminator Loss: 0.9294... Generator Loss: 1.3641
Epoch 1/1... Discriminator Loss: 1.0158... Generator Loss: 0.8982
Epoch 1/1... Discriminator Loss: 0.9222... Generator Loss: 1.0083
Epoch 1/1... Discriminator Loss: 1.0610... Generator Loss: 0.8287
Epoch 1/1... Discriminator Loss: 1.0495... Generator Loss: 0.9700
Epoch 1/1... Discriminator Loss: 1.0645... Generator Loss: 0.8244
Epoch 1/1... Discriminator Loss: 1.1164... Generator Loss: 1.2096
Epoch 1/1... Discriminator Loss: 1.1290... Generator Loss: 0.5880
Epoch 1/1... Discriminator Loss: 1.0694... Generator Loss: 1.2125
Epoch 1/1... Discriminator Loss: 0.9304... Generator Loss: 0.9433
Epoch 1/1... Discriminator Loss: 1.1526... Generator Loss: 0.7270
Epoch 1/1... Discriminator Loss: 1.2590... Generator Loss: 1.2468
Epoch 1/1... Discriminator Loss: 1.3018... Generator Loss: 0.4840
Epoch 1/1... Discriminator Loss: 1.0646... Generator Loss: 1.6334
Epoch 1/1... Discriminator Loss: 0.9121... Generator Loss: 0.7766
Epoch 1/1... Discriminator Loss: 0.8173... Generator Loss: 1.2040
Epoch 1/1... Discriminator Loss: 0.9339... Generator Loss: 1.0028
Epoch 1/1... Discriminator Loss: 0.8689... Generator Loss: 0.9921
Epoch 1/1... Discriminator Loss: 0.8900... Generator Loss: 0.8791
Epoch 1/1... Discriminator Loss: 1.0602... Generator Loss: 1.7204
Epoch 1/1... Discriminator Loss: 0.8938... Generator Loss: 0.7208
Epoch 1/1... Discriminator Loss: 0.8076... Generator Loss: 1.7577
Epoch 1/1... Discriminator Loss: 1.1981... Generator Loss: 0.6138
Epoch 1/1... Discriminator Loss: 1.3129... Generator Loss: 3.0344
Epoch 1/1... Discriminator Loss: 1.2974... Generator Loss: 0.4299
Epoch 1/1... Discriminator Loss: 1.1046... Generator Loss: 1.3837
Epoch 1/1... Discriminator Loss: 0.7453... Generator Loss: 1.2524
Epoch 1/1... Discriminator Loss: 0.9692... Generator Loss: 0.6959
Epoch 1/1... Discriminator Loss: 1.3941... Generator Loss: 1.0920
Epoch 1/1... Discriminator Loss: 0.8280... Generator Loss: 1.0078
Epoch 1/1... Discriminator Loss: 0.9473... Generator Loss: 0.8541
Epoch 1/1... Discriminator Loss: 1.0275... Generator Loss: 1.3065
Epoch 1/1... Discriminator Loss: 0.9482... Generator Loss: 0.8407
Epoch 1/1... Discriminator Loss: 0.6642... Generator Loss: 1.8599
Epoch 1/1... Discriminator Loss: 1.6552... Generator Loss: 0.2661
Epoch 1/1... Discriminator Loss: 1.7820... Generator Loss: 2.5523
Epoch 1/1... Discriminator Loss: 1.0673... Generator Loss: 1.0370
Epoch 1/1... Discriminator Loss: 1.2346... Generator Loss: 0.5685
Epoch 1/1... Discriminator Loss: 1.1008... Generator Loss: 1.0086
Epoch 1/1... Discriminator Loss: 1.0382... Generator Loss: 0.7355
Epoch 1/1... Discriminator Loss: 0.8846... Generator Loss: 1.1756
Epoch 1/1... Discriminator Loss: 0.8949... Generator Loss: 0.9462
Epoch 1/1... Discriminator Loss: 0.8318... Generator Loss: 1.1669
Epoch 1/1... Discriminator Loss: 0.8890... Generator Loss: 1.0983
Epoch 1/1... Discriminator Loss: 1.0491... Generator Loss: 0.9266
Epoch 1/1... Discriminator Loss: 1.3295... Generator Loss: 0.5756
Epoch 1/1... Discriminator Loss: 1.0244... Generator Loss: 1.6352
Epoch 1/1... Discriminator Loss: 1.3183... Generator Loss: 0.6767
Epoch 1/1... Discriminator Loss: 0.9588... Generator Loss: 1.1774
Epoch 1/1... Discriminator Loss: 1.0347... Generator Loss: 1.1191
Epoch 1/1... Discriminator Loss: 1.1025... Generator Loss: 0.6807
Epoch 1/1... Discriminator Loss: 1.1720... Generator Loss: 0.9962
Epoch 1/1... Discriminator Loss: 0.8709... Generator Loss: 1.1539
Epoch 1/1... Discriminator Loss: 1.1393... Generator Loss: 0.5757
Epoch 1/1... Discriminator Loss: 1.1486... Generator Loss: 1.9214
Epoch 1/1... Discriminator Loss: 1.1562... Generator Loss: 0.6151
Epoch 1/1... Discriminator Loss: 0.9830... Generator Loss: 1.0730
Epoch 1/1... Discriminator Loss: 1.1164... Generator Loss: 1.0205
Epoch 1/1... Discriminator Loss: 1.2263... Generator Loss: 0.6067
Epoch 1/1... Discriminator Loss: 1.2081... Generator Loss: 0.6474
Epoch 1/1... Discriminator Loss: 0.9849... Generator Loss: 1.3651
Epoch 1/1... Discriminator Loss: 1.1880... Generator Loss: 0.6339
Epoch 1/1... Discriminator Loss: 1.0921... Generator Loss: 1.1042
Epoch 1/1... Discriminator Loss: 1.1619... Generator Loss: 0.6759
Epoch 1/1... Discriminator Loss: 1.2137... Generator Loss: 0.9859
Epoch 1/1... Discriminator Loss: 1.0411... Generator Loss: 0.8718
Epoch 1/1... Discriminator Loss: 1.3496... Generator Loss: 0.8970
Epoch 1/1... Discriminator Loss: 1.3092... Generator Loss: 0.6012
Epoch 1/1... Discriminator Loss: 1.1710... Generator Loss: 1.3752
Epoch 1/1... Discriminator Loss: 1.1844... Generator Loss: 0.5653
Epoch 1/1... Discriminator Loss: 0.9382... Generator Loss: 1.4424
Epoch 1/1... Discriminator Loss: 0.6008... Generator Loss: 1.5809
Epoch 1/1... Discriminator Loss: 0.9466... Generator Loss: 0.6661
Epoch 1/1... Discriminator Loss: 0.6358... Generator Loss: 1.5997
Epoch 1/1... Discriminator Loss: 1.0612... Generator Loss: 0.8790
Epoch 1/1... Discriminator Loss: 1.1583... Generator Loss: 1.4585
Epoch 1/1... Discriminator Loss: 1.3177... Generator Loss: 0.5113
Epoch 1/1... Discriminator Loss: 0.7024... Generator Loss: 1.4382
Epoch 1/1... Discriminator Loss: 0.9585... Generator Loss: 0.7709
Epoch 1/1... Discriminator Loss: 0.9848... Generator Loss: 1.8306
Epoch 1/1... Discriminator Loss: 0.9334... Generator Loss: 0.9632
Epoch 1/1... Discriminator Loss: 1.6498... Generator Loss: 0.3317
Epoch 1/1... Discriminator Loss: 1.6378... Generator Loss: 2.7316
Epoch 1/1... Discriminator Loss: 1.3790... Generator Loss: 0.4064
Epoch 1/1... Discriminator Loss: 0.9863... Generator Loss: 1.5053
Epoch 1/1... Discriminator Loss: 0.8789... Generator Loss: 1.0761
Epoch 1/1... Discriminator Loss: 1.0422... Generator Loss: 0.7537
Epoch 1/1... Discriminator Loss: 1.1584... Generator Loss: 1.0327
Epoch 1/1... Discriminator Loss: 1.1151... Generator Loss: 0.7045
Epoch 1/1... Discriminator Loss: 1.0460... Generator Loss: 1.3443
Epoch 1/1... Discriminator Loss: 1.1412... Generator Loss: 0.8095
Epoch 1/1... Discriminator Loss: 1.2440... Generator Loss: 0.5831
Epoch 1/1... Discriminator Loss: 1.2717... Generator Loss: 1.7935
Epoch 1/1... Discriminator Loss: 1.2264... Generator Loss: 0.5250
Epoch 1/1... Discriminator Loss: 1.0610... Generator Loss: 1.2192
Epoch 1/1... Discriminator Loss: 1.0336... Generator Loss: 0.9986
Epoch 1/1... Discriminator Loss: 1.3179... Generator Loss: 0.5045
Epoch 1/1... Discriminator Loss: 1.0331... Generator Loss: 2.0506
Epoch 1/1... Discriminator Loss: 1.3661... Generator Loss: 0.4746
Epoch 1/1... Discriminator Loss: 1.2041... Generator Loss: 0.9894
Epoch 1/1... Discriminator Loss: 1.2201... Generator Loss: 0.7906
Epoch 1/1... Discriminator Loss: 1.0787... Generator Loss: 0.8812
Epoch 1/1... Discriminator Loss: 1.0505... Generator Loss: 0.9087
Epoch 1/1... Discriminator Loss: 0.8879... Generator Loss: 1.0407
Epoch 1/1... Discriminator Loss: 1.0279... Generator Loss: 0.8968
Epoch 1/1... Discriminator Loss: 0.9470... Generator Loss: 1.0640
Epoch 1/1... Discriminator Loss: 0.9515... Generator Loss: 0.7592
Epoch 1/1... Discriminator Loss: 0.9465... Generator Loss: 1.3931
Epoch 1/1... Discriminator Loss: 0.6076... Generator Loss: 1.2249
Epoch 1/1... Discriminator Loss: 0.6022... Generator Loss: 1.4919
Epoch 1/1... Discriminator Loss: 0.7265... Generator Loss: 0.9252
Epoch 1/1... Discriminator Loss: 0.7615... Generator Loss: 1.0119
Epoch 1/1... Discriminator Loss: 0.6470... Generator Loss: 3.2158
Epoch 1/1... Discriminator Loss: 0.6260... Generator Loss: 1.0444
Epoch 1/1... Discriminator Loss: 1.5641... Generator Loss: 0.3575
Epoch 1/1... Discriminator Loss: 2.8454... Generator Loss: 3.1454
Epoch 1/1... Discriminator Loss: 1.0520... Generator Loss: 0.6379
Epoch 1/1... Discriminator Loss: 1.1115... Generator Loss: 0.7215
Epoch 1/1... Discriminator Loss: 0.8754... Generator Loss: 1.1516
Epoch 1/1... Discriminator Loss: 1.1624... Generator Loss: 0.8068
Epoch 1/1... Discriminator Loss: 0.5307... Generator Loss: 2.0653
Epoch 1/1... Discriminator Loss: 0.8768... Generator Loss: 0.8214
Epoch 1/1... Discriminator Loss: 0.6926... Generator Loss: 1.4727
Epoch 1/1... Discriminator Loss: 0.7104... Generator Loss: 1.1499
Epoch 1/1... Discriminator Loss: 1.4125... Generator Loss: 0.4612
Epoch 1/1... Discriminator Loss: 0.8934... Generator Loss: 1.5091
Epoch 1/1... Discriminator Loss: 0.6134... Generator Loss: 1.7977
Epoch 1/1... Discriminator Loss: 1.4050... Generator Loss: 0.3773
Epoch 1/1... Discriminator Loss: 2.0319... Generator Loss: 3.4042
Epoch 1/1... Discriminator Loss: 1.6584... Generator Loss: 0.3314
Epoch 1/1... Discriminator Loss: 1.1882... Generator Loss: 1.1299
Epoch 1/1... Discriminator Loss: 0.6444... Generator Loss: 2.0384
Epoch 1/1... Discriminator Loss: 0.7551... Generator Loss: 0.8683
Epoch 1/1... Discriminator Loss: 1.0776... Generator Loss: 0.9689
Epoch 1/1... Discriminator Loss: 1.1228... Generator Loss: 0.8538
Epoch 1/1... Discriminator Loss: 0.6431... Generator Loss: 1.8168
Epoch 1/1... Discriminator Loss: 0.6696... Generator Loss: 1.2716
Epoch 1/1... Discriminator Loss: 1.3060... Generator Loss: 0.4256
Epoch 1/1... Discriminator Loss: 0.9509... Generator Loss: 1.9392
Epoch 1/1... Discriminator Loss: 0.9459... Generator Loss: 0.7568
Epoch 1/1... Discriminator Loss: 0.6050... Generator Loss: 3.1243
Epoch 1/1... Discriminator Loss: 0.6111... Generator Loss: 1.1238
Epoch 1/1... Discriminator Loss: 0.9142... Generator Loss: 0.7562
Epoch 1/1... Discriminator Loss: 0.5516... Generator Loss: 1.6506
Epoch 1/1... Discriminator Loss: 1.5187... Generator Loss: 0.8900
Epoch 1/1... Discriminator Loss: 0.7358... Generator Loss: 0.8448
Epoch 1/1... Discriminator Loss: 0.6887... Generator Loss: 0.8605
Epoch 1/1... Discriminator Loss: 1.3541... Generator Loss: 3.1713
Epoch 1/1... Discriminator Loss: 1.0897... Generator Loss: 0.5991
Epoch 1/1... Discriminator Loss: 1.5715... Generator Loss: 0.8131
Epoch 1/1... Discriminator Loss: 0.8409... Generator Loss: 1.8276
Epoch 1/1... Discriminator Loss: 0.9403... Generator Loss: 0.6649
Epoch 1/1... Discriminator Loss: 0.9689... Generator Loss: 1.2736
Epoch 1/1... Discriminator Loss: 1.0632... Generator Loss: 0.8442
Epoch 1/1... Discriminator Loss: 0.9031... Generator Loss: 1.0107
Epoch 1/1... Discriminator Loss: 1.0998... Generator Loss: 0.6789
Epoch 1/1... Discriminator Loss: 1.0444... Generator Loss: 3.0401
Epoch 1/1... Discriminator Loss: 1.4447... Generator Loss: 0.4737
Epoch 1/1... Discriminator Loss: 1.1141... Generator Loss: 1.3812
Epoch 1/1... Discriminator Loss: 1.6456... Generator Loss: 0.3423
Epoch 1/1... Discriminator Loss: 1.2774... Generator Loss: 1.3639
Epoch 1/1... Discriminator Loss: 1.0174... Generator Loss: 0.9657
Epoch 1/1... Discriminator Loss: 1.1371... Generator Loss: 0.7136
Epoch 1/1... Discriminator Loss: 0.9079... Generator Loss: 1.2847
Epoch 1/1... Discriminator Loss: 0.8057... Generator Loss: 1.1219
Epoch 1/1... Discriminator Loss: 0.9223... Generator Loss: 0.9015
Epoch 1/1... Discriminator Loss: 0.7905... Generator Loss: 1.3871
Epoch 1/1... Discriminator Loss: 0.8542... Generator Loss: 1.0784
Epoch 1/1... Discriminator Loss: 0.9817... Generator Loss: 0.8561
Epoch 1/1... Discriminator Loss: 1.0969... Generator Loss: 0.8943
Epoch 1/1... Discriminator Loss: 0.9037... Generator Loss: 1.2055
Epoch 1/1... Discriminator Loss: 1.1906... Generator Loss: 0.9109
Epoch 1/1... Discriminator Loss: 1.2128... Generator Loss: 0.9202
Epoch 1/1... Discriminator Loss: 1.1085... Generator Loss: 0.6904
Epoch 1/1... Discriminator Loss: 1.1636... Generator Loss: 1.5711
Epoch 1/1... Discriminator Loss: 1.3216... Generator Loss: 0.5253
Epoch 1/1... Discriminator Loss: 0.8327... Generator Loss: 2.1218
Epoch 1/1... Discriminator Loss: 0.8408... Generator Loss: 1.1116
Epoch 1/1... Discriminator Loss: 0.9451... Generator Loss: 0.7570
Epoch 1/1... Discriminator Loss: 0.7918... Generator Loss: 1.6910
Epoch 1/1... Discriminator Loss: 0.9886... Generator Loss: 0.9432
Epoch 1/1... Discriminator Loss: 0.9711... Generator Loss: 0.7959
Epoch 1/1... Discriminator Loss: 1.0773... Generator Loss: 1.4682
Epoch 1/1... Discriminator Loss: 0.9561... Generator Loss: 0.7666
Epoch 1/1... Discriminator Loss: 0.7775... Generator Loss: 1.2856
Epoch 1/1... Discriminator Loss: 0.9627... Generator Loss: 0.8316
Epoch 1/1... Discriminator Loss: 1.1211... Generator Loss: 0.7037
Epoch 1/1... Discriminator Loss: 1.0784... Generator Loss: 1.4748
Epoch 1/1... Discriminator Loss: 1.3244... Generator Loss: 0.4849
Epoch 1/1... Discriminator Loss: 0.8909... Generator Loss: 1.5042
Epoch 1/1... Discriminator Loss: 1.2094... Generator Loss: 0.5988
Epoch 1/1... Discriminator Loss: 1.1842... Generator Loss: 1.7672
Epoch 1/1... Discriminator Loss: 1.7568... Generator Loss: 0.2785
Epoch 1/1... Discriminator Loss: 1.3666... Generator Loss: 1.6976
Epoch 1/1... Discriminator Loss: 1.0008... Generator Loss: 0.9648
Epoch 1/1... Discriminator Loss: 0.8693... Generator Loss: 0.9301
Epoch 1/1... Discriminator Loss: 0.9247... Generator Loss: 1.0439
Epoch 1/1... Discriminator Loss: 1.0096... Generator Loss: 0.8981
Epoch 1/1... Discriminator Loss: 0.8940... Generator Loss: 0.9716
Epoch 1/1... Discriminator Loss: 1.1046... Generator Loss: 1.0422
Epoch 1/1... Discriminator Loss: 1.1611... Generator Loss: 0.6076
Epoch 1/1... Discriminator Loss: 1.2873... Generator Loss: 1.7749
Epoch 1/1... Discriminator Loss: 1.3402... Generator Loss: 0.4525
Epoch 1/1... Discriminator Loss: 1.2800... Generator Loss: 1.6148
Epoch 1/1... Discriminator Loss: 1.0201... Generator Loss: 0.6724
Epoch 1/1... Discriminator Loss: 1.0193... Generator Loss: 0.7113
Epoch 1/1... Discriminator Loss: 0.9090... Generator Loss: 1.6382
Epoch 1/1... Discriminator Loss: 1.0352... Generator Loss: 0.8164
Epoch 1/1... Discriminator Loss: 0.9958... Generator Loss: 0.9681
Epoch 1/1... Discriminator Loss: 1.0657... Generator Loss: 1.1944
Epoch 1/1... Discriminator Loss: 1.2417... Generator Loss: 0.5396
Epoch 1/1... Discriminator Loss: 1.1353... Generator Loss: 1.6062
Epoch 1/1... Discriminator Loss: 1.2775... Generator Loss: 0.5635
Epoch 1/1... Discriminator Loss: 1.2028... Generator Loss: 1.2488
Epoch 1/1... Discriminator Loss: 1.0303... Generator Loss: 0.7795
Epoch 1/1... Discriminator Loss: 0.8729... Generator Loss: 1.0264
Epoch 1/1... Discriminator Loss: 1.1346... Generator Loss: 0.6912
Epoch 1/1... Discriminator Loss: 1.0802... Generator Loss: 1.5078
Epoch 1/1... Discriminator Loss: 1.3341... Generator Loss: 0.4559
Epoch 1/1... Discriminator Loss: 1.1103... Generator Loss: 2.4903
Epoch 1/1... Discriminator Loss: 1.2959... Generator Loss: 0.5525
Epoch 1/1... Discriminator Loss: 0.8304... Generator Loss: 1.5781
Epoch 1/1... Discriminator Loss: 1.2177... Generator Loss: 0.5898
Epoch 1/1... Discriminator Loss: 0.9678... Generator Loss: 1.0734
Epoch 1/1... Discriminator Loss: 1.3338... Generator Loss: 0.7823
Epoch 1/1... Discriminator Loss: 0.9725... Generator Loss: 0.8999
Epoch 1/1... Discriminator Loss: 1.1710... Generator Loss: 0.6158
Epoch 1/1... Discriminator Loss: 1.0328... Generator Loss: 1.1953
Epoch 1/1... Discriminator Loss: 0.9751... Generator Loss: 1.3166
Epoch 1/1... Discriminator Loss: 1.1795... Generator Loss: 0.5257
Epoch 1/1... Discriminator Loss: 0.9515... Generator Loss: 1.4592
Epoch 1/1... Discriminator Loss: 1.2245... Generator Loss: 0.5902
Epoch 1/1... Discriminator Loss: 1.1389... Generator Loss: 1.1068
Epoch 1/1... Discriminator Loss: 1.0351... Generator Loss: 0.9602
Epoch 1/1... Discriminator Loss: 0.8732... Generator Loss: 1.0758
Epoch 1/1... Discriminator Loss: 1.1609... Generator Loss: 0.5951
Epoch 1/1... Discriminator Loss: 0.8810... Generator Loss: 2.2287
Epoch 1/1... Discriminator Loss: 1.1772... Generator Loss: 0.5014
Epoch 1/1... Discriminator Loss: 0.6723... Generator Loss: 1.2428
Epoch 1/1... Discriminator Loss: 0.4418... Generator Loss: 2.1689
Epoch 1/1... Discriminator Loss: 1.4552... Generator Loss: 1.5775
Epoch 1/1... Discriminator Loss: 2.8819... Generator Loss: 0.0907
Epoch 1/1... Discriminator Loss: 2.0210... Generator Loss: 3.0595
Epoch 1/1... Discriminator Loss: 1.1400... Generator Loss: 0.6932
Epoch 1/1... Discriminator Loss: 1.2651... Generator Loss: 0.6887
Epoch 1/1... Discriminator Loss: 1.2356... Generator Loss: 0.9034
Epoch 1/1... Discriminator Loss: 0.9512... Generator Loss: 1.5170
Epoch 1/1... Discriminator Loss: 1.0213... Generator Loss: 0.7251
Epoch 1/1... Discriminator Loss: 1.1389... Generator Loss: 1.1154
Epoch 1/1... Discriminator Loss: 0.9996... Generator Loss: 1.0743
Epoch 1/1... Discriminator Loss: 1.0601... Generator Loss: 0.8182
Epoch 1/1... Discriminator Loss: 1.0966... Generator Loss: 0.8254
Epoch 1/1... Discriminator Loss: 1.1727... Generator Loss: 1.0277
Epoch 1/1... Discriminator Loss: 1.0829... Generator Loss: 0.9217
Epoch 1/1... Discriminator Loss: 1.1629... Generator Loss: 0.9992
Epoch 1/1... Discriminator Loss: 1.0402... Generator Loss: 0.8525
Epoch 1/1... Discriminator Loss: 1.0683... Generator Loss: 0.9775
Epoch 1/1... Discriminator Loss: 1.0896... Generator Loss: 0.7449
Epoch 1/1... Discriminator Loss: 0.9832... Generator Loss: 1.0280
Epoch 1/1... Discriminator Loss: 1.0469... Generator Loss: 0.9127
Epoch 1/1... Discriminator Loss: 0.9230... Generator Loss: 0.8091
Epoch 1/1... Discriminator Loss: 1.1153... Generator Loss: 0.9420
Epoch 1/1... Discriminator Loss: 1.1881... Generator Loss: 0.5924
Epoch 1/1... Discriminator Loss: 1.1931... Generator Loss: 1.7690
Epoch 1/1... Discriminator Loss: 1.1436... Generator Loss: 0.6612
Epoch 1/1... Discriminator Loss: 1.0641... Generator Loss: 0.9116
Epoch 1/1... Discriminator Loss: 1.1872... Generator Loss: 1.0597
Epoch 1/1... Discriminator Loss: 1.4039... Generator Loss: 0.4597
Epoch 1/1... Discriminator Loss: 1.6156... Generator Loss: 1.9660
Epoch 1/1... Discriminator Loss: 1.4241... Generator Loss: 0.4709
Epoch 1/1... Discriminator Loss: 1.0523... Generator Loss: 1.1670
Epoch 1/1... Discriminator Loss: 0.8683... Generator Loss: 1.6647
Epoch 1/1... Discriminator Loss: 1.2282... Generator Loss: 0.4972
Epoch 1/1... Discriminator Loss: 0.9382... Generator Loss: 0.8873
Epoch 1/1... Discriminator Loss: 0.9996... Generator Loss: 1.3128
Epoch 1/1... Discriminator Loss: 1.1831... Generator Loss: 0.6004
Epoch 1/1... Discriminator Loss: 1.1915... Generator Loss: 1.1947
Epoch 1/1... Discriminator Loss: 1.0995... Generator Loss: 0.6717
Epoch 1/1... Discriminator Loss: 0.8674... Generator Loss: 1.3854
Epoch 1/1... Discriminator Loss: 0.8851... Generator Loss: 1.0672
Epoch 1/1... Discriminator Loss: 1.1783... Generator Loss: 0.5631
Epoch 1/1... Discriminator Loss: 1.0656... Generator Loss: 1.9253
Epoch 1/1... Discriminator Loss: 1.1903... Generator Loss: 0.5918
Epoch 1/1... Discriminator Loss: 0.8959... Generator Loss: 1.1360
Epoch 1/1... Discriminator Loss: 1.0906... Generator Loss: 1.0233
Epoch 1/1... Discriminator Loss: 1.1615... Generator Loss: 0.6831
Epoch 1/1... Discriminator Loss: 1.0681... Generator Loss: 1.0355
Epoch 1/1... Discriminator Loss: 1.1896... Generator Loss: 0.7749
Epoch 1/1... Discriminator Loss: 0.9915... Generator Loss: 0.8528
Epoch 1/1... Discriminator Loss: 0.9298... Generator Loss: 1.2060
Epoch 1/1... Discriminator Loss: 0.9425... Generator Loss: 0.8601
Epoch 1/1... Discriminator Loss: 0.8754... Generator Loss: 1.2084
Epoch 1/1... Discriminator Loss: 0.9471... Generator Loss: 0.9352
Epoch 1/1... Discriminator Loss: 0.9294... Generator Loss: 1.2248
Epoch 1/1... Discriminator Loss: 1.3827... Generator Loss: 0.4340
Epoch 1/1... Discriminator Loss: 1.4202... Generator Loss: 2.1384
Epoch 1/1... Discriminator Loss: 1.3712... Generator Loss: 0.4207
Epoch 1/1... Discriminator Loss: 1.1322... Generator Loss: 1.4615
Epoch 1/1... Discriminator Loss: 1.0644... Generator Loss: 0.7671
Epoch 1/1... Discriminator Loss: 1.1838... Generator Loss: 0.5750
Epoch 1/1... Discriminator Loss: 1.2236... Generator Loss: 1.9523
Epoch 1/1... Discriminator Loss: 1.3541... Generator Loss: 0.4886
Epoch 1/1... Discriminator Loss: 0.9362... Generator Loss: 0.9567
Epoch 1/1... Discriminator Loss: 0.9180... Generator Loss: 1.3121
Epoch 1/1... Discriminator Loss: 1.1530... Generator Loss: 0.6556
Epoch 1/1... Discriminator Loss: 0.9431... Generator Loss: 1.0377
Epoch 1/1... Discriminator Loss: 1.1483... Generator Loss: 1.0627
Epoch 1/1... Discriminator Loss: 1.2821... Generator Loss: 0.6475
Epoch 1/1... Discriminator Loss: 0.9959... Generator Loss: 0.9116
Epoch 1/1... Discriminator Loss: 1.1564... Generator Loss: 1.6211
Epoch 1/1... Discriminator Loss: 1.4713... Generator Loss: 0.3621
Epoch 1/1... Discriminator Loss: 1.0825... Generator Loss: 1.7378
Epoch 1/1... Discriminator Loss: 0.9055... Generator Loss: 0.9753
Epoch 1/1... Discriminator Loss: 0.8949... Generator Loss: 0.9289
Epoch 1/1... Discriminator Loss: 0.8209... Generator Loss: 1.7346
Epoch 1/1... Discriminator Loss: 1.0739... Generator Loss: 0.7797
Epoch 1/1... Discriminator Loss: 1.0351... Generator Loss: 0.9174
Epoch 1/1... Discriminator Loss: 0.9673... Generator Loss: 1.3294
Epoch 1/1... Discriminator Loss: 1.3110... Generator Loss: 0.6098
Epoch 1/1... Discriminator Loss: 0.9113... Generator Loss: 1.4454
Epoch 1/1... Discriminator Loss: 0.9219... Generator Loss: 0.7546
Epoch 1/1... Discriminator Loss: 0.9782... Generator Loss: 1.8480
Epoch 1/1... Discriminator Loss: 1.3099... Generator Loss: 0.4664
Epoch 1/1... Discriminator Loss: 1.0951... Generator Loss: 1.7983
Epoch 1/1... Discriminator Loss: 0.9629... Generator Loss: 0.7285
Epoch 1/1... Discriminator Loss: 0.8827... Generator Loss: 0.9605
Epoch 1/1... Discriminator Loss: 1.0330... Generator Loss: 1.3291
Epoch 1/1... Discriminator Loss: 0.8745... Generator Loss: 0.8998
Epoch 1/1... Discriminator Loss: 1.0825... Generator Loss: 1.4471
Epoch 1/1... Discriminator Loss: 1.1349... Generator Loss: 0.5322
Epoch 1/1... Discriminator Loss: 0.9531... Generator Loss: 1.9450
Epoch 1/1... Discriminator Loss: 0.8619... Generator Loss: 0.8679
Epoch 1/1... Discriminator Loss: 1.1988... Generator Loss: 0.5713
Epoch 1/1... Discriminator Loss: 1.7699... Generator Loss: 3.4632
Epoch 1/1... Discriminator Loss: 0.8525... Generator Loss: 0.8261
Epoch 1/1... Discriminator Loss: 0.9055... Generator Loss: 0.8243
Epoch 1/1... Discriminator Loss: 1.4169... Generator Loss: 0.6898
Epoch 1/1... Discriminator Loss: 1.2669... Generator Loss: 0.8454
Epoch 1/1... Discriminator Loss: 0.8013... Generator Loss: 0.9187
Epoch 1/1... Discriminator Loss: 0.8770... Generator Loss: 2.4102
Epoch 1/1... Discriminator Loss: 0.7759... Generator Loss: 0.8955
Epoch 1/1... Discriminator Loss: 0.9681... Generator Loss: 0.7752
Epoch 1/1... Discriminator Loss: 1.1009... Generator Loss: 3.0810
Epoch 1/1... Discriminator Loss: 0.8743... Generator Loss: 0.7859
Epoch 1/1... Discriminator Loss: 0.9470... Generator Loss: 1.0134
Epoch 1/1... Discriminator Loss: 1.1865... Generator Loss: 0.7626
Epoch 1/1... Discriminator Loss: 1.1872... Generator Loss: 2.3390
Epoch 1/1... Discriminator Loss: 1.6168... Generator Loss: 0.3121
Epoch 1/1... Discriminator Loss: 1.0999... Generator Loss: 1.8982
Epoch 1/1... Discriminator Loss: 1.0475... Generator Loss: 0.9430
Epoch 1/1... Discriminator Loss: 0.9163... Generator Loss: 0.7900
Epoch 1/1... Discriminator Loss: 0.7625... Generator Loss: 0.9313
Epoch 1/1... Discriminator Loss: 1.1693... Generator Loss: 1.4291
Epoch 1/1... Discriminator Loss: 0.9937... Generator Loss: 1.5270
Epoch 1/1... Discriminator Loss: 1.5761... Generator Loss: 0.3268
Epoch 1/1... Discriminator Loss: 0.9839... Generator Loss: 1.5550
Epoch 1/1... Discriminator Loss: 1.0838... Generator Loss: 0.6542
Epoch 1/1... Discriminator Loss: 0.8840... Generator Loss: 1.4439
Epoch 1/1... Discriminator Loss: 1.1826... Generator Loss: 0.6100
Epoch 1/1... Discriminator Loss: 0.9693... Generator Loss: 1.4214
Epoch 1/1... Discriminator Loss: 1.0860... Generator Loss: 0.6562
Epoch 1/1... Discriminator Loss: 0.9120... Generator Loss: 1.1400
Epoch 1/1... Discriminator Loss: 0.9179... Generator Loss: 1.0202
Epoch 1/1... Discriminator Loss: 0.9066... Generator Loss: 0.9562
Epoch 1/1... Discriminator Loss: 1.0307... Generator Loss: 0.9654
Epoch 1/1... Discriminator Loss: 0.7457... Generator Loss: 1.0932
Epoch 1/1... Discriminator Loss: 0.8614... Generator Loss: 1.2105
Epoch 1/1... Discriminator Loss: 1.0259... Generator Loss: 0.8078
Epoch 1/1... Discriminator Loss: 1.1374... Generator Loss: 0.9823
Epoch 1/1... Discriminator Loss: 1.2106... Generator Loss: 0.9627
Epoch 1/1... Discriminator Loss: 1.0092... Generator Loss: 0.8954
Epoch 1/1... Discriminator Loss: 0.7629... Generator Loss: 0.9521
Epoch 1/1... Discriminator Loss: 0.8057... Generator Loss: 1.0468
Epoch 1/1... Discriminator Loss: 0.7391... Generator Loss: 1.4962
Epoch 1/1... Discriminator Loss: 1.0444... Generator Loss: 0.7570
Epoch 1/1... Discriminator Loss: 0.8327... Generator Loss: 1.1253
Epoch 1/1... Discriminator Loss: 1.1133... Generator Loss: 0.7998
Epoch 1/1... Discriminator Loss: 1.2282... Generator Loss: 0.6908
Epoch 1/1... Discriminator Loss: 0.9986... Generator Loss: 1.2377
Epoch 1/1... Discriminator Loss: 0.7837... Generator Loss: 0.9998
Epoch 1/1... Discriminator Loss: 1.0794... Generator Loss: 0.6828
Epoch 1/1... Discriminator Loss: 1.0756... Generator Loss: 1.7813
Epoch 1/1... Discriminator Loss: 0.9296... Generator Loss: 0.7953
Epoch 1/1... Discriminator Loss: 0.8664... Generator Loss: 1.4291
Epoch 1/1... Discriminator Loss: 0.6004... Generator Loss: 1.6118
Epoch 1/1... Discriminator Loss: 1.0250... Generator Loss: 0.6629
Epoch 1/1... Discriminator Loss: 0.9834... Generator Loss: 1.1283
Epoch 1/1... Discriminator Loss: 0.7537... Generator Loss: 1.0591
Epoch 1/1... Discriminator Loss: 0.6875... Generator Loss: 1.3137
Epoch 1/1... Discriminator Loss: 0.4944... Generator Loss: 1.4367
Epoch 1/1... Discriminator Loss: 0.8608... Generator Loss: 2.3941
Epoch 1/1... Discriminator Loss: 1.1704... Generator Loss: 0.8404
Epoch 1/1... Discriminator Loss: 1.3551... Generator Loss: 0.8029
Epoch 1/1... Discriminator Loss: 1.3416... Generator Loss: 0.5191
Epoch 1/1... Discriminator Loss: 1.1374... Generator Loss: 1.1154
Epoch 1/1... Discriminator Loss: 0.9370... Generator Loss: 0.8221
Epoch 1/1... Discriminator Loss: 0.8864... Generator Loss: 1.2203
Epoch 1/1... Discriminator Loss: 0.8116... Generator Loss: 1.0437
Epoch 1/1... Discriminator Loss: 1.0612... Generator Loss: 0.7237
Epoch 1/1... Discriminator Loss: 1.1512... Generator Loss: 1.6852
Epoch 1/1... Discriminator Loss: 1.1134... Generator Loss: 0.6268
Epoch 1/1... Discriminator Loss: 0.8529... Generator Loss: 1.1651
Epoch 1/1... Discriminator Loss: 0.8821... Generator Loss: 1.0660
Epoch 1/1... Discriminator Loss: 1.0876... Generator Loss: 0.7285
Epoch 1/1... Discriminator Loss: 0.9596... Generator Loss: 1.0965
Epoch 1/1... Discriminator Loss: 1.0684... Generator Loss: 1.1551
Epoch 1/1... Discriminator Loss: 1.3283... Generator Loss: 0.5154
Epoch 1/1... Discriminator Loss: 1.1382... Generator Loss: 1.0629
Epoch 1/1... Discriminator Loss: 1.0599... Generator Loss: 0.7292
Epoch 1/1... Discriminator Loss: 0.9176... Generator Loss: 1.2829
Epoch 1/1... Discriminator Loss: 0.8854... Generator Loss: 0.8987
Epoch 1/1... Discriminator Loss: 0.8771... Generator Loss: 0.8692
Epoch 1/1... Discriminator Loss: 1.0677... Generator Loss: 2.0819
Epoch 1/1... Discriminator Loss: 1.3706... Generator Loss: 0.4265
Epoch 1/1... Discriminator Loss: 1.1922... Generator Loss: 1.8662
Epoch 1/1... Discriminator Loss: 1.0006... Generator Loss: 0.6472
Epoch 1/1... Discriminator Loss: 0.6279... Generator Loss: 1.7909
Epoch 1/1... Discriminator Loss: 0.8095... Generator Loss: 0.9010
Epoch 1/1... Discriminator Loss: 0.8210... Generator Loss: 1.4422
Epoch 1/1... Discriminator Loss: 1.3397... Generator Loss: 1.5251
Epoch 1/1... Discriminator Loss: 1.6014... Generator Loss: 0.2808
Epoch 1/1... Discriminator Loss: 2.7113... Generator Loss: 4.0885
Epoch 1/1... Discriminator Loss: 1.5925... Generator Loss: 0.4154
Epoch 1/1... Discriminator Loss: 0.9921... Generator Loss: 1.2892
Epoch 1/1... Discriminator Loss: 1.2140... Generator Loss: 0.7407
Epoch 1/1... Discriminator Loss: 1.0508... Generator Loss: 1.1397
Epoch 1/1... Discriminator Loss: 1.1061... Generator Loss: 0.9004
Epoch 1/1... Discriminator Loss: 1.0982... Generator Loss: 0.7358
Epoch 1/1... Discriminator Loss: 1.0613... Generator Loss: 1.0108
Epoch 1/1... Discriminator Loss: 1.2379... Generator Loss: 0.6573
Epoch 1/1... Discriminator Loss: 1.1700... Generator Loss: 0.9914
Epoch 1/1... Discriminator Loss: 1.5257... Generator Loss: 0.3902
Epoch 1/1... Discriminator Loss: 1.6594... Generator Loss: 2.2196
Epoch 1/1... Discriminator Loss: 1.3445... Generator Loss: 0.4999
Epoch 1/1... Discriminator Loss: 1.0249... Generator Loss: 1.3151
Epoch 1/1... Discriminator Loss: 1.1508... Generator Loss: 0.9275
Epoch 1/1... Discriminator Loss: 1.0041... Generator Loss: 0.8810
Epoch 1/1... Discriminator Loss: 1.1609... Generator Loss: 0.8173
Epoch 1/1... Discriminator Loss: 0.9675... Generator Loss: 1.0793
Epoch 1/1... Discriminator Loss: 1.3418... Generator Loss: 0.5469
Epoch 1/1... Discriminator Loss: 1.0218... Generator Loss: 1.2522
Epoch 1/1... Discriminator Loss: 0.9773... Generator Loss: 0.7391
Epoch 1/1... Discriminator Loss: 0.9215... Generator Loss: 1.3511
Epoch 1/1... Discriminator Loss: 1.1050... Generator Loss: 0.6421
Epoch 1/1... Discriminator Loss: 0.9048... Generator Loss: 1.1968
Epoch 1/1... Discriminator Loss: 1.0575... Generator Loss: 1.0569
Epoch 1/1... Discriminator Loss: 0.9918... Generator Loss: 0.7982
Epoch 1/1... Discriminator Loss: 1.3169... Generator Loss: 1.1741
Epoch 1/1... Discriminator Loss: 1.2664... Generator Loss: 0.6230
Epoch 1/1... Discriminator Loss: 1.1647... Generator Loss: 0.8790
Epoch 1/1... Discriminator Loss: 1.0853... Generator Loss: 0.8203
Epoch 1/1... Discriminator Loss: 1.3291... Generator Loss: 0.5377
Epoch 1/1... Discriminator Loss: 1.2139... Generator Loss: 1.3910
Epoch 1/1... Discriminator Loss: 1.4773... Generator Loss: 0.4206
Epoch 1/1... Discriminator Loss: 0.9709... Generator Loss: 1.5635
Epoch 1/1... Discriminator Loss: 0.8077... Generator Loss: 1.0372
Epoch 1/1... Discriminator Loss: 1.0141... Generator Loss: 1.3774
Epoch 1/1... Discriminator Loss: 1.4004... Generator Loss: 0.4011
Epoch 1/1... Discriminator Loss: 1.1319... Generator Loss: 2.8563
Epoch 1/1... Discriminator Loss: 1.3627... Generator Loss: 0.3815
Epoch 1/1... Discriminator Loss: 0.4722... Generator Loss: 2.4209
Epoch 1/1... Discriminator Loss: 0.6488... Generator Loss: 1.6380
Epoch 1/1... Discriminator Loss: 0.9005... Generator Loss: 0.9419
Epoch 1/1... Discriminator Loss: 0.9720... Generator Loss: 0.7678
Epoch 1/1... Discriminator Loss: 1.3058... Generator Loss: 2.8331
Epoch 1/1... Discriminator Loss: 1.5175... Generator Loss: 0.3484
Epoch 1/1... Discriminator Loss: 1.2935... Generator Loss: 1.3478
Epoch 1/1... Discriminator Loss: 1.3115... Generator Loss: 0.5288
Epoch 1/1... Discriminator Loss: 0.8745... Generator Loss: 1.0054
Epoch 1/1... Discriminator Loss: 0.9516... Generator Loss: 1.2330
Epoch 1/1... Discriminator Loss: 0.8895... Generator Loss: 0.8784
Epoch 1/1... Discriminator Loss: 1.2957... Generator Loss: 0.4259
Epoch 1/1... Discriminator Loss: 1.2984... Generator Loss: 3.0623
Epoch 1/1... Discriminator Loss: 0.6684... Generator Loss: 1.0111
Epoch 1/1... Discriminator Loss: 0.6602... Generator Loss: 0.8939
Epoch 1/1... Discriminator Loss: 0.6748... Generator Loss: 1.1182
Epoch 1/1... Discriminator Loss: 1.6353... Generator Loss: 0.8020
Epoch 1/1... Discriminator Loss: 1.8527... Generator Loss: 2.2207
Epoch 1/1... Discriminator Loss: 1.8204... Generator Loss: 0.3090
Epoch 1/1... Discriminator Loss: 1.1492... Generator Loss: 1.0040
Epoch 1/1... Discriminator Loss: 1.1279... Generator Loss: 1.6008
Epoch 1/1... Discriminator Loss: 1.7510... Generator Loss: 0.3398
Epoch 1/1... Discriminator Loss: 0.9391... Generator Loss: 1.3950
Epoch 1/1... Discriminator Loss: 1.0622... Generator Loss: 0.9516
Epoch 1/1... Discriminator Loss: 0.9454... Generator Loss: 0.8790
Epoch 1/1... Discriminator Loss: 0.9462... Generator Loss: 0.9397
Epoch 1/1... Discriminator Loss: 0.9180... Generator Loss: 1.2061
Epoch 1/1... Discriminator Loss: 0.9841... Generator Loss: 0.9128
Epoch 1/1... Discriminator Loss: 0.9374... Generator Loss: 1.0533
Epoch 1/1... Discriminator Loss: 1.0509... Generator Loss: 0.9462
Epoch 1/1... Discriminator Loss: 0.9590... Generator Loss: 1.0220
Epoch 1/1... Discriminator Loss: 1.1537... Generator Loss: 0.6759
Epoch 1/1... Discriminator Loss: 0.9998... Generator Loss: 1.1600
Epoch 1/1... Discriminator Loss: 0.9823... Generator Loss: 1.0674
Epoch 1/1... Discriminator Loss: 1.1799... Generator Loss: 0.5996
Epoch 1/1... Discriminator Loss: 1.0389... Generator Loss: 2.0364
Epoch 1/1... Discriminator Loss: 1.1425... Generator Loss: 0.5705
Epoch 1/1... Discriminator Loss: 1.0029... Generator Loss: 1.8927
Epoch 1/1... Discriminator Loss: 1.2349... Generator Loss: 0.5826
Epoch 1/1... Discriminator Loss: 0.9693... Generator Loss: 1.0037
Epoch 1/1... Discriminator Loss: 1.0135... Generator Loss: 1.1613
Epoch 1/1... Discriminator Loss: 1.2931... Generator Loss: 0.6031
Epoch 1/1... Discriminator Loss: 1.1632... Generator Loss: 0.9128
Epoch 1/1... Discriminator Loss: 1.0662... Generator Loss: 0.9534
Epoch 1/1... Discriminator Loss: 1.0103... Generator Loss: 0.9393
Epoch 1/1... Discriminator Loss: 0.9385... Generator Loss: 0.9617
Epoch 1/1... Discriminator Loss: 1.1257... Generator Loss: 0.7989
Epoch 1/1... Discriminator Loss: 0.9545... Generator Loss: 0.8980
Epoch 1/1... Discriminator Loss: 1.0098... Generator Loss: 0.7771
Epoch 1/1... Discriminator Loss: 1.0235... Generator Loss: 1.1752
Epoch 1/1... Discriminator Loss: 1.1980... Generator Loss: 0.5712
Epoch 1/1... Discriminator Loss: 0.9626... Generator Loss: 1.2471
Epoch 1/1... Discriminator Loss: 1.0870... Generator Loss: 0.7473
Epoch 1/1... Discriminator Loss: 1.2065... Generator Loss: 0.6656
Epoch 1/1... Discriminator Loss: 1.0861... Generator Loss: 0.8305
Epoch 1/1... Discriminator Loss: 0.8606... Generator Loss: 1.0750
Epoch 1/1... Discriminator Loss: 0.6239... Generator Loss: 1.3042
Epoch 1/1... Discriminator Loss: 0.6030... Generator Loss: 1.5928
Epoch 1/1... Discriminator Loss: 1.6401... Generator Loss: 0.3832
Epoch 1/1... Discriminator Loss: 1.2831... Generator Loss: 2.3419
Epoch 1/1... Discriminator Loss: 1.1733... Generator Loss: 0.6088
Epoch 1/1... Discriminator Loss: 0.8615... Generator Loss: 0.9442
Epoch 1/1... Discriminator Loss: 0.8208... Generator Loss: 1.3887
Epoch 1/1... Discriminator Loss: 0.7479... Generator Loss: 1.2430
Epoch 1/1... Discriminator Loss: 0.9627... Generator Loss: 0.7596
Epoch 1/1... Discriminator Loss: 0.6019... Generator Loss: 2.0365
Epoch 1/1... Discriminator Loss: 1.2539... Generator Loss: 0.5792
Epoch 1/1... Discriminator Loss: 0.8122... Generator Loss: 1.9425
Epoch 1/1... Discriminator Loss: 0.8680... Generator Loss: 0.8593
Epoch 1/1... Discriminator Loss: 1.1410... Generator Loss: 0.7059
Epoch 1/1... Discriminator Loss: 0.6691... Generator Loss: 2.1494
Epoch 1/1... Discriminator Loss: 0.9227... Generator Loss: 0.7070
Epoch 1/1... Discriminator Loss: 1.1831... Generator Loss: 1.1365
Epoch 1/1... Discriminator Loss: 1.1993... Generator Loss: 0.5177
Epoch 1/1... Discriminator Loss: 1.3297... Generator Loss: 1.6806
Epoch 1/1... Discriminator Loss: 1.3646... Generator Loss: 0.3876
Epoch 1/1... Discriminator Loss: 1.1021... Generator Loss: 1.7719
Epoch 1/1... Discriminator Loss: 0.7815... Generator Loss: 1.2588
Epoch 1/1... Discriminator Loss: 0.6030... Generator Loss: 1.7140
Epoch 1/1... Discriminator Loss: 1.0733... Generator Loss: 0.5508
Epoch 1/1... Discriminator Loss: 0.7242... Generator Loss: 1.2345
Epoch 1/1... Discriminator Loss: 0.6369... Generator Loss: 1.4022
Epoch 1/1... Discriminator Loss: 0.6191... Generator Loss: 1.8498
Epoch 1/1... Discriminator Loss: 1.3957... Generator Loss: 1.6737
Epoch 1/1... Discriminator Loss: 2.1323... Generator Loss: 0.1866
Epoch 1/1... Discriminator Loss: 0.7314... Generator Loss: 1.7454
Epoch 1/1... Discriminator Loss: 1.2230... Generator Loss: 0.7319
Epoch 1/1... Discriminator Loss: 1.7272... Generator Loss: 0.5683
Epoch 1/1... Discriminator Loss: 1.2925... Generator Loss: 1.3331
Epoch 1/1... Discriminator Loss: 1.1966... Generator Loss: 0.6088
Epoch 1/1... Discriminator Loss: 0.7002... Generator Loss: 1.1783
Epoch 1/1... Discriminator Loss: 1.0963... Generator Loss: 1.4693
Epoch 1/1... Discriminator Loss: 1.4628... Generator Loss: 0.5199
Epoch 1/1... Discriminator Loss: 0.7969... Generator Loss: 2.0948
Epoch 1/1... Discriminator Loss: 0.8536... Generator Loss: 0.8119
Epoch 1/1... Discriminator Loss: 0.8223... Generator Loss: 1.2101
Epoch 1/1... Discriminator Loss: 1.4950... Generator Loss: 1.1912
Epoch 1/1... Discriminator Loss: 1.7699... Generator Loss: 0.2594
Epoch 1/1... Discriminator Loss: 1.8102... Generator Loss: 3.2839
Epoch 1/1... Discriminator Loss: 1.4331... Generator Loss: 0.4219
Epoch 1/1... Discriminator Loss: 1.3841... Generator Loss: 2.1753
Epoch 1/1... Discriminator Loss: 1.1405... Generator Loss: 0.6305
Epoch 1/1... Discriminator Loss: 0.9767... Generator Loss: 0.7594
Epoch 1/1... Discriminator Loss: 0.8693... Generator Loss: 1.3046
Epoch 1/1... Discriminator Loss: 1.1341... Generator Loss: 0.6378
Epoch 1/1... Discriminator Loss: 1.3002... Generator Loss: 1.9706
Epoch 1/1... Discriminator Loss: 1.1262... Generator Loss: 0.6609
Epoch 1/1... Discriminator Loss: 1.0263... Generator Loss: 0.7814
Epoch 1/1... Discriminator Loss: 1.1066... Generator Loss: 1.3584
Epoch 1/1... Discriminator Loss: 0.9322... Generator Loss: 0.8262
Epoch 1/1... Discriminator Loss: 1.1016... Generator Loss: 1.0541
Epoch 1/1... Discriminator Loss: 1.4153... Generator Loss: 0.4665
Epoch 1/1... Discriminator Loss: 0.9889... Generator Loss: 2.0066
Epoch 1/1... Discriminator Loss: 1.1060... Generator Loss: 0.6804
Epoch 1/1... Discriminator Loss: 0.9815... Generator Loss: 1.0784
Epoch 1/1... Discriminator Loss: 0.9239... Generator Loss: 1.0310
Epoch 1/1... Discriminator Loss: 1.1716... Generator Loss: 0.7654
Epoch 1/1... Discriminator Loss: 1.1399... Generator Loss: 0.8366
Epoch 1/1... Discriminator Loss: 1.1839... Generator Loss: 0.6492
Epoch 1/1... Discriminator Loss: 0.7966... Generator Loss: 1.5655
Epoch 1/1... Discriminator Loss: 0.9541... Generator Loss: 0.9859
Epoch 1/1... Discriminator Loss: 0.8739... Generator Loss: 1.0981
Epoch 1/1... Discriminator Loss: 0.8239... Generator Loss: 1.0846
Epoch 1/1... Discriminator Loss: 0.8821... Generator Loss: 1.0872
Epoch 1/1... Discriminator Loss: 0.8240... Generator Loss: 1.1490
Epoch 1/1... Discriminator Loss: 0.9471... Generator Loss: 1.0983
Epoch 1/1... Discriminator Loss: 0.9393... Generator Loss: 0.7655
Epoch 1/1... Discriminator Loss: 0.8179... Generator Loss: 1.5171
Epoch 1/1... Discriminator Loss: 0.8651... Generator Loss: 0.9533
Epoch 1/1... Discriminator Loss: 1.0971... Generator Loss: 0.5870
Epoch 1/1... Discriminator Loss: 1.7859... Generator Loss: 2.0563
Epoch 1/1... Discriminator Loss: 1.6539... Generator Loss: 0.3195
Epoch 1/1... Discriminator Loss: 1.0757... Generator Loss: 1.0101
Epoch 1/1... Discriminator Loss: 0.7818... Generator Loss: 2.2719
Epoch 1/1... Discriminator Loss: 0.9845... Generator Loss: 0.6221
Epoch 1/1... Discriminator Loss: 0.7840... Generator Loss: 1.2448
Epoch 1/1... Discriminator Loss: 0.6102... Generator Loss: 1.1793
Epoch 1/1... Discriminator Loss: 0.9933... Generator Loss: 0.6502
Epoch 1/1... Discriminator Loss: 0.5089... Generator Loss: 3.2975
Epoch 1/1... Discriminator Loss: 0.5549... Generator Loss: 2.0691
Epoch 1/1... Discriminator Loss: 1.1336... Generator Loss: 0.5290
Epoch 1/1... Discriminator Loss: 0.7183... Generator Loss: 1.0122
Epoch 1/1... Discriminator Loss: 1.1664... Generator Loss: 1.2622
Epoch 1/1... Discriminator Loss: 0.4378... Generator Loss: 1.4646
Epoch 1/1... Discriminator Loss: 0.6531... Generator Loss: 1.0160
Epoch 1/1... Discriminator Loss: 0.8893... Generator Loss: 1.2866
Epoch 1/1... Discriminator Loss: 0.7093... Generator Loss: 1.5690
Epoch 1/1... Discriminator Loss: 1.3162... Generator Loss: 0.4540
Epoch 1/1... Discriminator Loss: 1.3592... Generator Loss: 2.2081
Epoch 1/1... Discriminator Loss: 1.2770... Generator Loss: 0.4620
Epoch 1/1... Discriminator Loss: 0.8151... Generator Loss: 2.2875
Epoch 1/1... Discriminator Loss: 0.5315... Generator Loss: 1.3254
Epoch 1/1... Discriminator Loss: 0.8531... Generator Loss: 0.7664
Epoch 1/1... Discriminator Loss: 1.2919... Generator Loss: 2.3524
Epoch 1/1... Discriminator Loss: 1.4939... Generator Loss: 0.3724
Epoch 1/1... Discriminator Loss: 1.1164... Generator Loss: 2.2787
Epoch 1/1... Discriminator Loss: 1.2157... Generator Loss: 0.4828
Epoch 1/1... Discriminator Loss: 0.6742... Generator Loss: 1.8579
Epoch 1/1... Discriminator Loss: 0.7641... Generator Loss: 1.0342
Epoch 1/1... Discriminator Loss: 0.3859... Generator Loss: 1.8683
Epoch 1/1... Discriminator Loss: 0.9170... Generator Loss: 0.7057
Epoch 1/1... Discriminator Loss: 0.7906... Generator Loss: 1.0659
Epoch 1/1... Discriminator Loss: 0.7127... Generator Loss: 2.1356
Epoch 1/1... Discriminator Loss: 1.2576... Generator Loss: 0.5180
Epoch 1/1... Discriminator Loss: 1.5669... Generator Loss: 1.4919
Epoch 1/1... Discriminator Loss: 1.4734... Generator Loss: 0.4820
Epoch 1/1... Discriminator Loss: 1.1452... Generator Loss: 0.8903
Epoch 1/1... Discriminator Loss: 0.9571... Generator Loss: 0.9553
Epoch 1/1... Discriminator Loss: 0.7230... Generator Loss: 1.3282
Epoch 1/1... Discriminator Loss: 1.0248... Generator Loss: 0.7385
Epoch 1/1... Discriminator Loss: 1.0093... Generator Loss: 0.9414
Epoch 1/1... Discriminator Loss: 0.6363... Generator Loss: 1.5245
Epoch 1/1... Discriminator Loss: 1.2892... Generator Loss: 0.6241
Epoch 1/1... Discriminator Loss: 0.8922... Generator Loss: 1.5642
Epoch 1/1... Discriminator Loss: 0.7192... Generator Loss: 0.9006
Epoch 1/1... Discriminator Loss: 1.2020... Generator Loss: 0.8990
Epoch 1/1... Discriminator Loss: 0.9032... Generator Loss: 2.1059
Epoch 1/1... Discriminator Loss: 0.8948... Generator Loss: 0.7140
Epoch 1/1... Discriminator Loss: 0.7412... Generator Loss: 1.8158
Epoch 1/1... Discriminator Loss: 0.9267... Generator Loss: 0.7148
Epoch 1/1... Discriminator Loss: 0.5078... Generator Loss: 1.5193
Epoch 1/1... Discriminator Loss: 0.5963... Generator Loss: 1.5988
Epoch 1/1... Discriminator Loss: 0.1987... Generator Loss: 2.6547
Epoch 1/1... Discriminator Loss: 1.0012... Generator Loss: 0.6211
Epoch 1/1... Discriminator Loss: 0.4692... Generator Loss: 2.2702
Epoch 1/1... Discriminator Loss: 1.7099... Generator Loss: 1.0064
Epoch 1/1... Discriminator Loss: 2.1057... Generator Loss: 0.1969
Epoch 1/1... Discriminator Loss: 1.4188... Generator Loss: 2.7798
Epoch 1/1... Discriminator Loss: 0.9368... Generator Loss: 0.7204
Epoch 1/1... Discriminator Loss: 0.7071... Generator Loss: 1.2046
Epoch 1/1... Discriminator Loss: 0.7241... Generator Loss: 1.5697
Epoch 1/1... Discriminator Loss: 0.7456... Generator Loss: 0.9645
Epoch 1/1... Discriminator Loss: 0.7244... Generator Loss: 1.2631
Epoch 1/1... Discriminator Loss: 1.0551... Generator Loss: 0.7476
Epoch 1/1... Discriminator Loss: 0.9840... Generator Loss: 1.8353
Epoch 1/1... Discriminator Loss: 1.7442... Generator Loss: 0.3367
Epoch 1/1... Discriminator Loss: 1.4201... Generator Loss: 2.0691
Epoch 1/1... Discriminator Loss: 0.8589... Generator Loss: 0.8258
Epoch 1/1... Discriminator Loss: 0.5703... Generator Loss: 1.1599
Epoch 1/1... Discriminator Loss: 2.5791... Generator Loss: 2.4138
Epoch 1/1... Discriminator Loss: 1.8731... Generator Loss: 0.3175
Epoch 1/1... Discriminator Loss: 2.0194... Generator Loss: 2.6680
Epoch 1/1... Discriminator Loss: 1.1772... Generator Loss: 0.6541
Epoch 1/1... Discriminator Loss: 1.1308... Generator Loss: 0.5885
Epoch 1/1... Discriminator Loss: 1.1159... Generator Loss: 1.5362
Epoch 1/1... Discriminator Loss: 1.0203... Generator Loss: 0.8303
Epoch 1/1... Discriminator Loss: 1.4594... Generator Loss: 0.4325
Epoch 1/1... Discriminator Loss: 1.0856... Generator Loss: 1.5446
Epoch 1/1... Discriminator Loss: 1.1949... Generator Loss: 0.9373
Epoch 1/1... Discriminator Loss: 1.0488... Generator Loss: 0.6947
Epoch 1/1... Discriminator Loss: 1.0803... Generator Loss: 0.7795
Epoch 1/1... Discriminator Loss: 1.2128... Generator Loss: 1.1260
Epoch 1/1... Discriminator Loss: 1.1601... Generator Loss: 0.7362
Epoch 1/1... Discriminator Loss: 1.2602... Generator Loss: 0.8078
Epoch 1/1... Discriminator Loss: 1.2674... Generator Loss: 0.7033
Epoch 1/1... Discriminator Loss: 1.0258... Generator Loss: 1.4594
Epoch 1/1... Discriminator Loss: 1.3588... Generator Loss: 0.4699
Epoch 1/1... Discriminator Loss: 0.9861... Generator Loss: 1.2510
Epoch 1/1... Discriminator Loss: 0.9206... Generator Loss: 0.9989
Epoch 1/1... Discriminator Loss: 0.7256... Generator Loss: 1.1969
Epoch 1/1... Discriminator Loss: 1.1117... Generator Loss: 0.7715
Epoch 1/1... Discriminator Loss: 0.8871... Generator Loss: 0.9547
Epoch 1/1... Discriminator Loss: 1.0213... Generator Loss: 1.0227
Epoch 1/1... Discriminator Loss: 0.9795... Generator Loss: 0.7042
Epoch 1/1... Discriminator Loss: 0.8046... Generator Loss: 1.6137
Epoch 1/1... Discriminator Loss: 1.0527... Generator Loss: 0.6931
Epoch 1/1... Discriminator Loss: 1.2111... Generator Loss: 0.5465
Epoch 1/1... Discriminator Loss: 1.3266... Generator Loss: 1.6740
Epoch 1/1... Discriminator Loss: 1.5078... Generator Loss: 0.4954
Epoch 1/1... Discriminator Loss: 1.3535... Generator Loss: 1.3881
Epoch 1/1... Discriminator Loss: 1.0903... Generator Loss: 0.7531
Epoch 1/1... Discriminator Loss: 1.1420... Generator Loss: 0.8796
Epoch 1/1... Discriminator Loss: 1.0989... Generator Loss: 1.1489
Epoch 1/1... Discriminator Loss: 0.9787... Generator Loss: 0.9831
Epoch 1/1... Discriminator Loss: 1.0833... Generator Loss: 0.7189
Epoch 1/1... Discriminator Loss: 1.0092... Generator Loss: 1.0393
Epoch 1/1... Discriminator Loss: 1.1440... Generator Loss: 0.7275
Epoch 1/1... Discriminator Loss: 1.0103... Generator Loss: 0.9829
Epoch 1/1... Discriminator Loss: 1.1990... Generator Loss: 0.9010
Epoch 1/1... Discriminator Loss: 1.0470... Generator Loss: 0.9418
Epoch 1/1... Discriminator Loss: 1.2260... Generator Loss: 0.8111
Epoch 1/1... Discriminator Loss: 0.8506... Generator Loss: 1.4179
Epoch 1/1... Discriminator Loss: 1.2498... Generator Loss: 0.4715
Epoch 1/1... Discriminator Loss: 0.9227... Generator Loss: 2.1357
Epoch 1/1... Discriminator Loss: 1.1044... Generator Loss: 0.6246
Epoch 1/1... Discriminator Loss: 0.8637... Generator Loss: 1.0676
Epoch 1/1... Discriminator Loss: 0.9166... Generator Loss: 1.1176
Epoch 1/1... Discriminator Loss: 1.1113... Generator Loss: 0.6401
Epoch 1/1... Discriminator Loss: 1.1294... Generator Loss: 0.8211
Epoch 1/1... Discriminator Loss: 1.0848... Generator Loss: 1.0071
Epoch 1/1... Discriminator Loss: 1.2279... Generator Loss: 0.6144
Epoch 1/1... Discriminator Loss: 1.1147... Generator Loss: 1.0969
Epoch 1/1... Discriminator Loss: 1.4170... Generator Loss: 0.5046
Epoch 1/1... Discriminator Loss: 1.3087... Generator Loss: 0.7863
Epoch 1/1... Discriminator Loss: 1.1317... Generator Loss: 0.6646
Epoch 1/1... Discriminator Loss: 1.2742... Generator Loss: 1.4261
Epoch 1/1... Discriminator Loss: 1.4175... Generator Loss: 0.4927
Epoch 1/1... Discriminator Loss: 1.1142... Generator Loss: 0.8399
Epoch 1/1... Discriminator Loss: 1.0622... Generator Loss: 0.9859
Epoch 1/1... Discriminator Loss: 1.0565... Generator Loss: 0.8734
Epoch 1/1... Discriminator Loss: 1.2011... Generator Loss: 0.7559
Epoch 1/1... Discriminator Loss: 1.1290... Generator Loss: 0.9804
Epoch 1/1... Discriminator Loss: 1.0032... Generator Loss: 0.7716
Epoch 1/1... Discriminator Loss: 1.0193... Generator Loss: 1.4375
Epoch 1/1... Discriminator Loss: 1.1676... Generator Loss: 0.5928
Epoch 1/1... Discriminator Loss: 0.9671... Generator Loss: 1.4491
Epoch 1/1... Discriminator Loss: 1.2992... Generator Loss: 0.4665
Epoch 1/1... Discriminator Loss: 0.8460... Generator Loss: 1.4293
Epoch 1/1... Discriminator Loss: 1.1657... Generator Loss: 0.6917
Epoch 1/1... Discriminator Loss: 1.0059... Generator Loss: 0.8471
Epoch 1/1... Discriminator Loss: 0.9942... Generator Loss: 1.0410
Epoch 1/1... Discriminator Loss: 1.2812... Generator Loss: 0.6576
Epoch 1/1... Discriminator Loss: 1.0741... Generator Loss: 0.7625
Epoch 1/1... Discriminator Loss: 1.1492... Generator Loss: 1.0373
Epoch 1/1... Discriminator Loss: 1.3959... Generator Loss: 0.4674
Epoch 1/1... Discriminator Loss: 0.9880... Generator Loss: 1.2425
Epoch 1/1... Discriminator Loss: 0.8928... Generator Loss: 1.0401
Epoch 1/1... Discriminator Loss: 1.0970... Generator Loss: 0.7268
Epoch 1/1... Discriminator Loss: 1.1327... Generator Loss: 1.0659
Epoch 1/1... Discriminator Loss: 1.1982... Generator Loss: 0.5875
Epoch 1/1... Discriminator Loss: 0.9755... Generator Loss: 1.2422
Epoch 1/1... Discriminator Loss: 0.9550... Generator Loss: 0.8027
Epoch 1/1... Discriminator Loss: 0.9481... Generator Loss: 1.3361
Epoch 1/1... Discriminator Loss: 1.0232... Generator Loss: 0.7214
Epoch 1/1... Discriminator Loss: 1.0032... Generator Loss: 1.0702
Epoch 1/1... Discriminator Loss: 0.9982... Generator Loss: 1.1061
Epoch 1/1... Discriminator Loss: 1.0462... Generator Loss: 0.7166
Epoch 1/1... Discriminator Loss: 1.0386... Generator Loss: 1.1850
Epoch 1/1... Discriminator Loss: 1.2095... Generator Loss: 0.6750
Epoch 1/1... Discriminator Loss: 1.1932... Generator Loss: 0.8563
Epoch 1/1... Discriminator Loss: 1.0894... Generator Loss: 0.9680
Epoch 1/1... Discriminator Loss: 1.0474... Generator Loss: 0.9535
Epoch 1/1... Discriminator Loss: 0.9940... Generator Loss: 0.8402
Epoch 1/1... Discriminator Loss: 0.8473... Generator Loss: 1.4405
Epoch 1/1... Discriminator Loss: 1.9008... Generator Loss: 0.2409
Epoch 1/1... Discriminator Loss: 0.9631... Generator Loss: 2.1936
Epoch 1/1... Discriminator Loss: 0.8933... Generator Loss: 1.1111
Epoch 1/1... Discriminator Loss: 1.4874... Generator Loss: 0.3476
Epoch 1/1... Discriminator Loss: 1.6178... Generator Loss: 1.7235
Epoch 1/1... Discriminator Loss: 1.2544... Generator Loss: 0.5080
Epoch 1/1... Discriminator Loss: 1.0137... Generator Loss: 0.7892
Epoch 1/1... Discriminator Loss: 1.0869... Generator Loss: 1.2663
Epoch 1/1... Discriminator Loss: 1.1719... Generator Loss: 0.7785
Epoch 1/1... Discriminator Loss: 1.5535... Generator Loss: 0.3800
Epoch 1/1... Discriminator Loss: 1.3930... Generator Loss: 0.6965
Epoch 1/1... Discriminator Loss: 1.3208... Generator Loss: 1.3763
Epoch 1/1... Discriminator Loss: 1.4503... Generator Loss: 0.4346
Epoch 1/1... Discriminator Loss: 1.0564... Generator Loss: 1.0610
Epoch 1/1... Discriminator Loss: 1.1382... Generator Loss: 0.7630
Epoch 1/1... Discriminator Loss: 1.0596... Generator Loss: 0.8581
Epoch 1/1... Discriminator Loss: 1.3922... Generator Loss: 0.4207
Epoch 1/1... Discriminator Loss: 1.0691... Generator Loss: 1.4253
Epoch 1/1... Discriminator Loss: 0.8459... Generator Loss: 0.9413
Epoch 1/1... Discriminator Loss: 1.0713... Generator Loss: 0.8028
Epoch 1/1... Discriminator Loss: 0.4906... Generator Loss: 2.4063
Epoch 1/1... Discriminator Loss: 1.8356... Generator Loss: 0.2326
Epoch 1/1... Discriminator Loss: 1.1892... Generator Loss: 2.4949
Epoch 1/1... Discriminator Loss: 1.2506... Generator Loss: 0.5061
Epoch 1/1... Discriminator Loss: 1.1141... Generator Loss: 2.2592
Epoch 1/1... Discriminator Loss: 1.6042... Generator Loss: 0.3633
Epoch 1/1... Discriminator Loss: 1.1760... Generator Loss: 1.1815
Epoch 1/1... Discriminator Loss: 1.1925... Generator Loss: 0.7475
Epoch 1/1... Discriminator Loss: 0.7972... Generator Loss: 1.2100
Epoch 1/1... Discriminator Loss: 1.0538... Generator Loss: 0.6776
Epoch 1/1... Discriminator Loss: 0.9564... Generator Loss: 1.2327
Epoch 1/1... Discriminator Loss: 1.2021... Generator Loss: 0.6492
Epoch 1/1... Discriminator Loss: 1.1165... Generator Loss: 1.3057
Epoch 1/1... Discriminator Loss: 0.7976... Generator Loss: 1.0249
Epoch 1/1... Discriminator Loss: 0.9117... Generator Loss: 0.9048
Epoch 1/1... Discriminator Loss: 0.7436... Generator Loss: 1.3942
Epoch 1/1... Discriminator Loss: 1.0342... Generator Loss: 0.6001
Epoch 1/1... Discriminator Loss: 1.9096... Generator Loss: 3.1946
Epoch 1/1... Discriminator Loss: 0.9683... Generator Loss: 0.6479
Epoch 1/1... Discriminator Loss: 1.0648... Generator Loss: 0.6648
Epoch 1/1... Discriminator Loss: 1.8863... Generator Loss: 0.7791
Epoch 1/1... Discriminator Loss: 1.2294... Generator Loss: 0.6831
Epoch 1/1... Discriminator Loss: 0.8782... Generator Loss: 0.7668
Epoch 1/1... Discriminator Loss: 0.3772... Generator Loss: 1.7582
Epoch 1/1... Discriminator Loss: 1.4339... Generator Loss: 2.3208
Epoch 1/1... Discriminator Loss: 2.4162... Generator Loss: 0.1171
Epoch 1/1... Discriminator Loss: 1.7881... Generator Loss: 2.5896
Epoch 1/1... Discriminator Loss: 1.5792... Generator Loss: 0.3771
Epoch 1/1... Discriminator Loss: 1.0843... Generator Loss: 1.1575
Epoch 1/1... Discriminator Loss: 0.9866... Generator Loss: 0.9430
Epoch 1/1... Discriminator Loss: 0.8132... Generator Loss: 0.9869
Epoch 1/1... Discriminator Loss: 1.0325... Generator Loss: 0.9682
Epoch 1/1... Discriminator Loss: 0.7078... Generator Loss: 1.1329
Epoch 1/1... Discriminator Loss: 1.3904... Generator Loss: 0.5943
Epoch 1/1... Discriminator Loss: 1.1501... Generator Loss: 1.5673
Epoch 1/1... Discriminator Loss: 0.9070... Generator Loss: 0.9083
Epoch 1/1... Discriminator Loss: 1.3624... Generator Loss: 0.7025
Epoch 1/1... Discriminator Loss: 1.4644... Generator Loss: 1.8501
Epoch 1/1... Discriminator Loss: 0.8725... Generator Loss: 0.8200
Epoch 1/1... Discriminator Loss: 1.3036... Generator Loss: 0.5590
Epoch 1/1... Discriminator Loss: 1.0370... Generator Loss: 1.9740
Epoch 1/1... Discriminator Loss: 0.8202... Generator Loss: 0.8433
Epoch 1/1... Discriminator Loss: 0.8873... Generator Loss: 0.7158
Epoch 1/1... Discriminator Loss: 1.4104... Generator Loss: 2.1648
Epoch 1/1... Discriminator Loss: 1.0495... Generator Loss: 0.6782
Epoch 1/1... Discriminator Loss: 0.9497... Generator Loss: 1.1766
Epoch 1/1... Discriminator Loss: 2.0118... Generator Loss: 0.2048
Epoch 1/1... Discriminator Loss: 1.6922... Generator Loss: 2.5332
Epoch 1/1... Discriminator Loss: 0.8460... Generator Loss: 0.8920
Output after epoch: 1

Submitting This Project

When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.